{"id":"W4389574711","doi":"10.1200/jco.23.01101","title":"International Pooled Analysis of Leisure-Time Physical Activity and Premenopausal Breast Cancer in Women From 19 Cohorts","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Ontario Institute for Cancer Research","funders":"National Institute of Environmental Health Sciences; National Cancer Institute; School of Public Health, Imperial College London; NIHR Imperial Biomedical Research Centre; Instituto de Salud Carlos III; Marshfield Clinic Research Foundation; World Cancer Research Fund; Medical Research Council; National Institutes of Health; Institut Gustave-Roussy; Deutsche Krebshilfe; Vetenskapsrådet; Institut National de la Santé et de la Recherche Médicale; Cancerfonden; Agence Nationale de la Recherche; Associazione Italiana per la Ricerca sul Cancro; Imperial College London; Deutsches Krebsforschungszentrum; Ligue Contre le Cancer; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Breast Cancer Research Foundation; World Health Organization; Cancer Research UK","keywords":"Medicine; Breast cancer; Oncology; Physical activity; Cancer; Gynecology; Leisure time; Obstetrics; Demography; Gerontology; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0158497,0.0009932976,0.002345585,0.00474153,0.000473615,0.001990979,0.001118316,0.00077507,0.001382173],"category_scores_gemma":[0.02097263,0.0006889625,0.007951325,0.005677796,0.000311682,0.0005313334,0.00150797,0.0004559861,0.0002503779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005733777,"about_ca_system_score_gemma":0.0008951827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009596069,"about_ca_topic_score_gemma":0.007956389,"domain_scores_codex":[0.9913917,0.003519516,0.00171642,0.002062398,0.0009384851,0.0003715301],"domain_scores_gemma":[0.9865016,0.003383012,0.003708554,0.00400725,0.002038129,0.0003614548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003115296,0.00003322057,0.8451387,0.001581373,0.1328375,0.0001437574,0.0001662783,0.001080757,0.0008720252,0.000174182,0.001212459,0.01364448],"study_design_scores_gemma":[0.0003697338,0.0003873203,0.9010472,0.0003805881,0.09243529,0.0003118384,0.0001637328,0.0009598871,0.0006026829,0.0002642988,0.003042104,0.00003528605],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8585998,0.09797525,0.015152,0.0004981181,0.0003299279,0.0005042783,0.02348833,0.0002963262,0.003155953],"genre_scores_gemma":[0.9793189,0.006878507,0.002681554,0.0001707819,0.0001212399,0.0003277582,0.01006017,0.00005731141,0.0003835874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158497,"threshold_uncertainty_score":0.08382219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08894632789063817,"score_gpt":0.4883061767275761,"score_spread":0.3993598488369379,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}