{"id":"W4389382645","doi":"10.1038/s41416-023-02489-3","title":"Observational and genetic associations between cardiorespiratory fitness and cancer: a UK Biobank and international consortia study","year":2023,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Princess Margaret Cancer Centre; University of Toronto","funders":"NIHR Cambridge Biomedical Research Centre; Medical Research Council; Cambridge University Hospitals; Research Councils UK; National Institute for Health and Care Research; Department of Health and Social Care; National Institutes of Health; University of Cambridge; Cancer Research UK; Economic and Social Research Council; World Health Organization","keywords":"Biobank; Cardiorespiratory fitness; Observational study; Medicine; Cancer; Gerontology; Environmental health; Demography; Internal medicine; Bioinformatics; Biology","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":[0.02232067,0.0005683667,0.000923401,0.00178873,0.001039376,0.00132139,0.001087394,0.00149188,0.002467881],"category_scores_gemma":[0.05603062,0.0007113395,0.001173602,0.004805119,0.0009852359,0.000769598,0.002367392,0.0006820588,0.0004298257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009873967,"about_ca_system_score_gemma":0.001123029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00995686,"about_ca_topic_score_gemma":0.007560568,"domain_scores_codex":[0.9693261,0.02300961,0.00249426,0.002463322,0.001987414,0.0007193749],"domain_scores_gemma":[0.9502757,0.01443193,0.01963711,0.01010656,0.004109902,0.00143887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001884612,0.00011003,0.986587,0.0003886095,0.001680063,0.0002563775,0.00123227,0.0002602033,0.000295353,0.0004297476,0.003137716,0.003738059],"study_design_scores_gemma":[0.0009514663,0.0004603165,0.9902427,0.0003475547,0.001442622,0.0004896045,0.0004819219,0.0008807042,0.0002328459,0.0003304301,0.004088977,0.00005098138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769909,0.004337674,0.004997212,0.0008041002,0.0001629016,0.0008785289,0.009751477,0.00005077419,0.002026368],"genre_scores_gemma":[0.9892746,0.0005594426,0.002266486,0.0003511995,0.00006159321,0.001751306,0.004935462,0.0000240707,0.0007760228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232067,"threshold_uncertainty_score":0.1180444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747635113299561,"score_gpt":0.3413944226316898,"score_spread":0.2939180714986942,"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."}}