Search results for " Multivariate Analysis"

showing 10 items of 87 documents

Structure of rat behavior in hole-board: II) multivariate analysis of modifications induced by diazepam.

2009

In our previous study we suggested that multivariate analysis could improve hole-board test reliability providing a more useful tool to determine behavioral effects of anxiolytic drugs. To support this hypothesis, a multivariate analysis of rat behavior in hole-board, following administration of the reference anxiolytic drug diazepam, was carried out. Four groups, each composed of thirty male Wistar rats, were used: one saline and three diazepam injected (0.25, 0.5 and 2 mg/kg IP). Rat behavior was recorded for 10 min through a digital videocamera. Descriptive and multivariate analyses were carried out. In all groups, more than 80% of whole behavioral structure encompassed walking, climbing…

Malemedicine.medical_specialtyMultivariate analysismedicine.drug_classmedicine.medical_treatmentExperimental and Cognitive PsychologyAnxiolyticSettore BIO/09 - FisiologiaSensitivity and SpecificityHypnoticBehavioral NeuroscienceInternal medicinemedicineAnimalsCluster AnalysisRats WistarSalineStochastic ProcessesDiazepamBehavior AnimalHole-board Anxiety Diazepam Multivariate analysis Head-dip Edge-sniff RatReproducibility of ResultsRatsEndocrinologyAnticonvulsantAnti-Anxiety AgentsAnesthesiaClimbingData Interpretation StatisticalMultivariate AnalysisExploratory BehaviorAnxietymedicine.symptomPsychologyDiazepammedicine.drugBehavioral ResearchPhysiologybehavior
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Global variation in anastomosis and end colostomy formation following left-sided colorectal resection

2019

Background: End colostomy rates following colorectal resection vary across institutions in high-income settings, being influenced by patient, disease, surgeon and system factors. This study aimed to assess global variation in end colostomy rates after left-sided colorectal resection. Methods: This study comprised an analysis of GlobalSurg-1 and -2 international, prospective, observational cohort studies (2014, 2016), including consecutive adult patients undergoing elective or emergency left-sided colorectal resection within discrete 2-week windows. Countries were grouped into high-, middle- and low-income tertiles according to the United Nations Human Development Index (HDI). Factors associ…

Malemodelos logísticosmedicine.medical_treatmenthumanossurgial careColorectal Neoplasmpaíses desarrolladosLogistic regressionoutcomesGlobal Healthurgencias médicas0302 clinical medicinepaíses en desarrolloSurgicalestudios prospectivosColostomy80 and overglobalsurg030212 general & internal medicineProspective StudiesProspective cohort studyMultivariate Analysimediana edadCancerAged 80 and overEmergencieancianoAnastomosis colorectal resection colostomyAnastomosis SurgicalColostomyGeneral MedicineMiddle Agedadultocolostomy; colorectal cancer; human developlment index3. Good healthColo-Rectal Cancertraditional healersElective Surgical Procedures030220 oncology & carcinogenesisFemaleColorectal Neoplasms6.4 Surgerylow incomeCohort studyHumanDeveloped CountrieAdultAdult; Aged; Aged 80 and over; Anastomosis Surgical; Colorectal Neoplasms; Colostomy; Elective Surgical Procedures; Emergencies; Female; Global Health; Humans; Logistic Models; Male; Middle Aged; Multivariate Analysis; Prospective Studies; Developed Countries; Developing Countriesmedicine.medical_specialtyneoplasias colorrectalesLogistic Modelcancer anastomosis surgical income stomas colostomy procedure colorectal resection end colostomy emergency surgical procedure human development indexdelayAnastomosishuman developlment indexPerforation (oil well)lcsh:Surgerycolorectal cancerAnastomosisGlobalSurg CollaborativeNO03 medical and health sciencesCase mix indexClinical ResearchmedicinecancerHumansanálisis multifactorialDeveloping CountriesAgedemergency abdominal surgery low income surgial care traditional healers cancer mortality outcomes delayElective Surgical Procedurebusiness.industryKirurgiDeveloped Countriesleft colon resection anastomosis end colostomyEvaluation of treatments and therapeutic interventionslcsh:RD1-811Odds ratiomortalitySurgeryProspective StudieLogistic ModelsMultivariate AnalysisSurgeryEmergenciesbusinessDigestive Diseasescolostomíaemergency abdominal surgery
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Efficacy of switching between tumor necrosis factor-alfa inhibitors in psoriasis: results from the Italian Psocare registry

2014

Background: Some studies have shown that switching patients from one tumor necrosis factor (TNF)-alfa inhibitor to another may be beneficial when they have an inadequate response or an adverse event. Objective: We sought to assess the variables predicting the efficacy of the second TNF-alfa inhibitor in patients discontinuing the first TNF-alfa inhibitor. Methods: Data from all 5423 consecutive patients starting TNF-alfa inhibitor therapy for psoriasis between September 2005 and September 2010 who were included in the Italian Psocare registry were analyzed. Results: In 105 patients who switched to a second TNF-alfa inhibitor who had complete follow-up data, 75% improvement in the Psoriasis …

Maleprimary inefficacy75% improvement in the Psoriasis Area Severity Index score; PASI; PASI 75; Psoriasis Area Severity Index; TNF; biologics; efficacy; primary inefficacy; psoriasis; secondary loss of efficacy; switching; tumor necrosis factor; tumor necrosis factor-alfa inhibitors; Adult; Analysis of Variance; Antibodies Monoclonal; Antibodies Monoclonal Humanized; Cohort Studies; Confidence Intervals; Dose-Response Relationship Drug; Drug Administration Schedule; Female; Follow-Up Studies; Humans; Immunoglobulin G; Italy; Male; Middle Aged; Multivariate Analysis; Predictive Value of Tests; Proportional Hazards Models; Psoriasis; Receptors Tumor Necrosis Factor; Registries; Retrospective Studies; Risk Assessment; Severity of Illness Index; Treatment Outcome; Tumor Necrosis Factor-alpha; Young AdultSWITHCESefficacyTNFpsoriasis; psoriasis arthritis; pharmachological treatmentPASI 75Severity of Illness IndexReceptors Tumor Necrosis FactorEtanerceptCohort StudiesMonoclonalReceptorsSettore MED/35 - Malattie Cutanee E VenereeRegistriesHumanizedtumor necrosis factor-alfa inhibitors.switchingHazard ratioAntibodies MonoclonalMiddle AgedTreatment OutcomeItalyPredictive value of tests75% improvement in the Psoriasis Area Severity Index scoreFemaleDrugPsoriasis Area Severity IndexbiologicTNF-alphaAdultmedicine.medical_specialtytumor necrosis factorDermatology75% improvement in the Psoriasis Area Severity Index score; PASI; PASI 75; Psoriasis Area Severity Index; TNF; biologics; efficacy; primary inefficacy; psoriasis; secondary loss of efficacy; switching; tumor necrosis factor; tumor necrosis factor-alfa inhibitorsAntibodies Monoclonal Humanizedsecondary loss of efficacyRisk AssessmentAntibodiestumor necrosis factor-alfa inhibitorsDrug Administration ScheduleDose-Response RelationshipYoung AdultSettore MED/35Predictive Value of TestsInternal medicinePsoriasisSeverity of illnessmedicineConfidence IntervalsHumansPsoriasisbiologicsAdverse effectPsoriasis; TNF-alphaProportional Hazards ModelsRetrospective Studiespsoriasibiologics; efficacy; primary inefficacy; psoriasis; secondary loss of efficacy; switching; tumor necrosis factor-alfa inhibitors; Adalimumab; Adult; Analysis of Variance; Antibodies Monoclonal; Antibodies Monoclonal Humanized; Cohort Studies; Confidence Intervals; Dose-Response Relationship Drug; Drug Administration Schedule; Etanercept; Female; Follow-Up Studies; Humans; Immunoglobulin G; Infliximab; Italy; Male; Middle Aged; Multivariate Analysis; Predictive Value of Tests; Proportional Hazards Models; Psoriasis; Receptors Tumor Necrosis Factor; Registries; Retrospective Studies; Risk Assessment; Severity of Illness Index; Treatment Outcome; Tumor Necrosis Factor-alpha; Young Adult; 2708Analysis of Variancepharmachological treatmentDose-Response Relationship DrugProportional hazards modelbusiness.industrytumor necrosis factor-alfa inhibitorTumor Necrosis Factor-alphaPASIAdalimumabRetrospective cohort studypsoriasis arthritismedicine.diseaseConfidence intervalInfliximabSurgeryImmunoglobulin GMultivariate AnalysisANTI-TNFAbusiness2708Follow-Up Studies
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Splenic marginal zone lymphoma: A prognostic model for clinical use

2006

The Integruppo Italiano Linfomi (IIL) carried out a study to assess the outcomes of splenic marginal zone lymphoma and to identify prognostic factors in 309 patients. The 5-year cause-specific survival (CSS) rate was 76%. In univariate analysis, the parameters predictive of shorter CSS were hemoglobin levels below 12 g/dL (P < .001), albumin levels below 3.5 g/dL (P = .001), International Prognostic Index (IPI) scores of 2 to 3 (P < .001), lactate dehydrogenase (LDH) levels above normal (P < .001), age older than 60 years (P = .01), platelet counts below 100 000/μL (P = .04), HbsAg-positivity (P = .01), and no splenectomy at diagnosis (P = .006). Values that maintained a negative influence …

Malesplenic marginal zone lymphoma; prognostic factors; International Prognostic Index (IPI)VILLOUS LYMPHOCYTESHydro-LyaseB-CELLLongitudinal StudiePredictive Value of TestInternational Prognostic Index (IPI)BiochemistryGastroenterologyHemoglobinschemistry.chemical_compoundInternational Prognostic IndexRisk FactorsBONE-MARROW INFILTRATION; NON-HODGKINS-LYMPHOMA; C VIRUS-INFECTION; VILLOUS LYMPHOCYTES; B-CELLBONE-MARROW INFILTRATIONAge FactorLongitudinal StudiesMultivariate AnalysiAged 80 and overUnivariate analysisHematologyMortality rateAge FactorsHematologyMiddle AgedPrognosisSplenic NeoplasmSurvival RatePredictive value of testsHumanAdultmedicine.medical_specialtyLymphoma B-CellPrognosiImmunologysplenic marginal zone lymphomaDisease-Free SurvivalPredictive Value of TestsAlbuminsInternal medicineLactate dehydrogenaseAdult; Age Factors; Aged; Aged 80 and over; Albumins; Disease-Free Survival; Hemoglobins; Humans; Hydro-Lyases; Longitudinal Studies; Lymphoma B-Cell; Male; Middle Aged; Multivariate Analysis; Platelet Count; Predictive Value of Tests; Prognosis; Risk Factors; Splenic Neoplasms; Survival Rate; Models Theoretical; HematologymedicineHumansHemoglobinNON-HODGKINS-LYMPHOMASplenic marginal zone lymphomaSurvival rateHydro-LyasesAgedPlatelet Countbusiness.industrySplenic NeoplasmsAlbuminRisk Factorprognostic factorsCell BiologyModels Theoreticalmedicine.diseaseSurgerychemistryMultivariate AnalysisbusinessC VIRUS-INFECTION
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Phytosociological analysis of the Genista sp. pl. garrigues of the Cisto-Lavanduletea and Rosmarinetea officinalis classes in the South-Tyrrhenian ar…

2015

The study reviews the Genista sp. pl. garrigues ascribable to the classes Cisto-Lavanduletea (acidophilous communities on volcanics and quartzarenites) and Rosmarinetea officinalis (basiphilous communities on calcareous and calcareous-dolomite substrates), in the southern territories of the Italo-Tyrrhenian Province. The floristic-synecological characterization of the identified coenoses led to the description and/or redefinition of various new syntaxa. They are distributed in the two new suballiances Calicotomo villosae–Genistenion tyrrhenae and Genisto aristatae–Calicotomenion infestae of the class Cisto- Lavanduletea (Lavanduletalia stoechadis and Calicotomo villosae–Genistion tyrrhenae)…

Mediterranean climateGeographybiologyPhytosociologyEcologyCisto-Lavanduletea Italo-Tyrrhenian biogeographical Province multivariate analysis phytosociology Rosmarinetea officinalisOfficinalisBotanySettore BIO/03 - Botanica Ambientale E ApplicataPlant ScienceGenistabiology.organism_classificationEcology Evolution Behavior and Systematics
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Association between climate and new daily diagnoses of COVID-19

2020

AbstractBackgroundAlthough evidence is accumulating that climate conditions may positively or negatively influence the scale of coronavirus disease 2019 (COVID-19) outbreaks, uncertainty remains concerning the real impact of climate factors on viral transmission. Methods. The number of new daily cases of COVID-19 diagnosed in Verona (Italy) was retrieved from the official website of Veneto Region, while information on daily weather parameters in the same area was downloaded from IlMeteo website, a renowned Italian technological company specialized in weather forecasts. The search period ranged between March 1 to November 11, 2020. The number of new daily COVID-19 cases and meteorological da…

Multivariate analysisCoronavirus disease 2019 (COVID-19)Leadership and ManagementStrategy and Management2020. The number of new daily COVID-19 cases and meteorological data in Verona were correlated using both univariate and multivariate analysis. Results: The number of daily COVID-19 diagnoses in Verona was positively associated with the number of days in lockdown and humidity1% decrease in humidityWind speedmin and max temperatureand influence the likelihood or course of local COVID-19 outbreaks. Preventive measuresHealth Information Managementa renowned Italian technological company specialized in weather forecasts. The search period ranged between March 1 and November 11mean air temperature1.2% and 5.4% reduction in new COVID-19 daily diagnoses. A significant difference was observed in values of all-weather parameters recorded in Verona between days with &ltHealth Policy1 km/h increase in wind speed and day with rainfall were independently associated with 1.0%Significant differencehumidityUnivariateOutbreakHumidityand inversely correlated with meanmean wind speed and number of days with rainfall. Days of lockdownwhile information on daily weather parameters in the same area was downloaded from IlMeteo websitetesting policies and hospital preparedness should be reinforced during periods of higher meteorological risk and in local environments with adverse climate conditions.Background: Although evidence is accumulating that climate conditions may positively or negatively influence the scale of coronavirus disease 2019 (COVID-19) outbreaks0.3%uncertainty remains concerning the real impact of climate factors on viral transmission. Methods: The number of new daily cases of COVID-19 diagnosed in Verona (Italy) was retrieved from the official website of Veneto RegionGeography100 or ≥100 new daily COVID-19 diagnoses. Conclusions: Climate conditions may play an essential role in conditions of viral transmissionAir temperaturemean wind speed and number of days with rainfall remained significantly associated in multivariate analysis. The four weather parameters contributed to explaining 61% of variance in new daily COVID-19 diagnoses. Each 1% increase in air temperatureBackground: Although evidence is accumulating that climate conditions may positively or negatively influence the scale of coronavirus disease 2019 (COVID-19) outbreaks uncertainty remains concerning the real impact of climate factors on viral transmission. Methods: The number of new daily cases of COVID-19 diagnosed in Verona (Italy) was retrieved from the official website of Veneto Region while information on daily weather parameters in the same area was downloaded from IlMeteo website a renowned Italian technological company specialized in weather forecasts. The search period ranged between March 1 and November 11 2020. The number of new daily COVID-19 cases and meteorological data in Verona were correlated using both univariate and multivariate analysis. Results: The number of daily COVID-19 diagnoses in Verona was positively associated with the number of days in lockdown and humidity and inversely correlated with mean min and max temperature mean wind speed and number of days with rainfall. Days of lockdown mean air temperature humidity mean wind speed and number of days with rainfall remained significantly associated in multivariate analysis. The four weather parameters contributed to explaining 61% of variance in new daily COVID-19 diagnoses. Each 1% increase in air temperature 1% decrease in humidity 1 km/h increase in wind speed and day with rainfall were independently associated with 1.0% 0.3% 1.2% and 5.4% reduction in new COVID-19 daily diagnoses. A significant difference was observed in values of all-weather parameters recorded in Verona between days with &lt;100 or ≥100 new daily COVID-19 diagnoses. Conclusions: Climate conditions may play an essential role in conditions of viral transmission and influence the likelihood or course of local COVID-19 outbreaks. Preventive measures testing policies and hospital preparedness should be reinforced during periods of higher meteorological risk and in local environments with adverse climate conditions.DemographyJournal of Hospital Management and Health Policy
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Multivariate factor analysis of Girgentana goat milk composition

2005

The interpretation of the several variables that contribute to defining milk quality is difficult due to the high degree of correlation among them. In this case, one of the best methods of statistical processing is factor analysis, which belongs to the multivariate groups; for our study this particular statistical approach was employed. A total of 1485 individual goat milk samples from 117 Girgentana goats, were collected fortnightly from January to July, and analysed for physical and chemical composition, and clotting properties. Milk pH and tritable acidity were within the normal range for fresh goat milk. Morning milk yield resulted 704 &plusmn; 323 g with 3.93 &plusmn; 1.23% and 3.…

Multivariate statistics040301 veterinary sciencesVarimax rotation0402 animal and dairy sciencefood and beverages04 agricultural and veterinary sciences040201 dairy & animal scienceBreedGirgentana goat Milk composition Multivariate analysis0403 veterinary scienceSettore AGR/17 - Zootecnica Generale E Miglioramento GeneticoMixed linear modelGirgentana goatAnimal Science and ZoologyComposition (visual arts)lcsh:Animal cultureFood scienceParity (mathematics)lcsh:SF1-1100MathematicsMorningItalian Journal of Animal Science
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Predictors of oncological outcomes in T1G3 patients treated with BCG who undergo radical cystectomy

2018

PURPOSE: To evaluate the oncological impact of postponing radical cystectomy (RC) to allow further conservative therapies prior to progression in a large multicentre retrospective cohort of T1-HG/G3 patients initially treated with BCG. METHODS: According to the time of RC, the population was divided into 3 groups: patients who did not progress to muscle-invasive disease, patients who progressed before radical cystectomy and patients who experienced progression at the time of radical cystectomy. Clinical and pathological outcomes were compared across the three groups. RESULTS: Of 2451 patients, 509 (20.8%) underwent RC. Patients with tumors > 3 cm or with CIS had earlier cystectomies (HR = 1…

NephrologyMalemedicine.medical_treatment030232 urology & nephrologyKaplan-Meier EstimateSettore MED/24 - UrologiaCohort Studies0302 clinical medicineRetrospective StudieMultivariate AnalysiOutcomeeducation.field_of_studyHigh riskBladder cancerMiddle AgedPrognosisEditorialTreatment OutcomeLocal030220 oncology & carcinogenesisBCG VaccineFemaleSurvival AnalysiBladder cancer; Cystectomy; Extravesical disease; High risk; Outcomes; T1G3; UrologyHumanmedicine.medical_specialtyPrognosiUrologyPopulationUrologyOutcomesT1G3CystectomyRisk AssessmentDisease-Free SurvivalCystectomy03 medical and health sciencesAll institutes and research themes of the Radboud University Medical CenterInternal medicineUrological cancers Radboud Institute for Molecular Life Sciences [Radboudumc 15]medicineHumansNeoplasm InvasivenesseducationSurvival analysisProportional Hazards ModelsRetrospective StudiesAgedNeoplasm StagingNeoplasm InvasiveneCarcinoma Transitional CellBladder cancerbusiness.industryProportional hazards modelBladder cancer; Cystectomy; Extravesical disease; High risk; Outcomes; T1G3; Aged; BCG Vaccine; Carcinoma Transitional Cell; Cohort Studies; Cystectomy; Disease-Free Survival; Female; Humans; Kaplan-Meier Estimate; Male; Middle Aged; Multivariate Analysis; Neoplasm Invasiveness; Neoplasm Recurrence Local; Neoplasm Staging; Prognosis; Proportional Hazards Models; Retrospective Studies; Risk Assessment; Survival Analysis; Treatment Outcome; Urinary Bladder NeoplasmsCarcinomaRetrospective cohort studymedicine.diseaseSurvival AnalysisNeoplasm RecurrenceUrinary Bladder NeoplasmsConcomitantMultivariate AnalysisProportional Hazards ModelTransitional CellCohort StudieNeoplasm Recurrence LocalbusinessExtravesical disease
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Cancer stem cell analysis and clinical outcome in patients with glioblastoma multiforme

2008

Abstract Purpose: Cancer stem cells (CSC) are thought to represent the population of tumorigenic cells responsible for tumor development. The stem cell antigen CD133 identifies such a tumorigenic population in a subset of glioblastoma patients. We conducted a prospective study to explore the prognostic potential of CSC analysis in glioblastoma patients. Experimental Design: We investigated the relationship between the in vitro growth potential of glioblastoma CSCs and patient death or disease progression in tumors of 44 consecutive glioblastoma patients treated with complete or partial tumorectomy followed by radiotherapy combined with temozolomide treatment. Moreover, we evaluated by immun…

OncologyAdultMaleCancer Researchmedicine.medical_specialtyPathologyAC133 Antigen; Adult; Aged; Antigens CD; Brain Neoplasms; Female; Glioblastoma; Glycoproteins; Humans; Ki-67 Antigen; Male; Middle Aged; Multivariate Analysis; Neoplastic Stem Cells; Peptides; Prospective Studiesmedicine.medical_treatmentPopulationAntigens CDCancer stem cellInternal medicinemedicineHumansAC133 AntigenProspective StudiesAntigensProspective cohort studyeducationAgedGlycoproteinseducation.field_of_studyTemozolomideSettore MED/08 - ANATOMIA PATOLOGICAbusiness.industryBrain NeoplasmsHazard ratioMiddle AgedGliobastoma MultiformeCDRadiation therapyKi-67 AntigenOncologyMultivariate AnalysisNeoplastic Stem CellsImmunohistochemistryFemaleStem cellbusinessGlioblastomaPeptidesmedicine.drug
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Time to initiation of adjuvant chemotherapy in patients with rapidly proliferating early breast cancer

2015

Aim To evaluate the optimal time interval from definitive surgery to commencing chemotherapy in early breast cancer (EBC). Patients and methods The relationship between time to initiation of adjuvant chemotherapy (TTC), calculated in weeks, and disease-free (DFS) or overall survival (OS), was assessed in 921 EBC patients with rapidly proliferating tumours (thymidine labelling index &gt;3% or G3 or Ki67 &gt;20%), randomised in a phase III clinical trial (NCT01031030) to receive chemotherapy with or without anthracyclines (epirubicin → cyclophosphamide, methotrexate and fluorouracil (CMF) versus CMF → epirubicin versus CMF). DFS, OS and 95% confidence intervals (95% confidence interval (CI)) …

OncologyCancer ResearchTime Factorsmedicine.medical_treatmentKaplan-Meier EstimateRisk FactorsAntineoplastic Combined Chemotherapy ProtocolsProspective StudiesProspective cohort studyMultivariate AnalysiAdjuvantMastectomyMedicine (all)Hazard ratioEarly breast cancerMiddle AgedTreatment OutcomeItalyOncologyChemotherapy AdjuvantFluorouracilDisease ProgressionFemaleBreast NeoplasmMastectomyHumanmedicine.drugRapidly proliferating tumourAdultmedicine.medical_specialtyTime FactorBreast NeoplasmsDisease-Free SurvivalTime-to-TreatmentAdjuvant chemotherapy; Early breast cancer; Rapidly proliferating tumour; Time to initiation of adjuvant chemotherapy; Adult; Aged; Antineoplastic Combined Chemotherapy Protocols; Breast Neoplasms; Chemotherapy Adjuvant; Disease Progression; Disease-Free Survival; Female; Humans; Italy; Kaplan-Meier Estimate; Middle Aged; Multivariate Analysis; Neoplasm Grading; Neoplasm Staging; Proportional Hazards Models; Prospective Studies; Risk Factors; Time Factors; Treatment Outcome; Cell Proliferation; Mastectomy; Time-to-Treatment; Cancer Research; Oncology; Medicine (all)Internal medicinemedicineChemotherapyHumansAgedNeoplasm StagingProportional Hazards ModelsCell ProliferationChemotherapyAntineoplastic Combined Chemotherapy Protocolbusiness.industryProportional hazards modelRisk FactorAdjuvant chemotherapy; Early breast cancer; Rapidly proliferating tumour; Time to initiation of adjuvant chemotherapy; Cancer Research; OncologyConfidence intervalSurgeryAdjuvant chemotherapyProspective StudieTime to initiation of adjuvant chemotherapyMultivariate AnalysisProportional Hazards ModelMethotrexateNeoplasm Gradingbusiness
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