{"id":"W4385294431","doi":"10.1001/jamaoncol.2023.1830","title":"Vigorous Intermittent Lifestyle Physical Activity and Cancer Incidence Among Nonexercising Adults","year":2023,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Physical Activity and Health","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Incidence (geometry); Physical activity; Cancer; Internal medicine; Gerontology; 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":[0.0005069803,0.0001921685,0.0002049975,0.0003905292,0.0001961914,0.0003910606,0.0002739044,0.0003414581,0.001700666],"category_scores_gemma":[0.002196589,0.0002611161,0.0003841337,0.0006672566,0.0001265004,0.0002429804,0.0003115807,0.0004017958,0.0002905354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745958,"about_ca_system_score_gemma":0.0002028227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264276,"about_ca_topic_score_gemma":0.01535532,"domain_scores_codex":[0.9997196,0.00005563661,0.00003984854,0.00008549699,0.00005821576,0.0000413793],"domain_scores_gemma":[0.9987954,0.0001693647,0.0006385237,0.0001223217,0.0001344925,0.0001397798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249783,0.00002120249,0.9989324,0.00001061703,0.00004105517,0.00001205308,0.00002134984,0.00001954927,0.00009415834,0.00000441354,0.00005456773,0.0006637145],"study_design_scores_gemma":[0.000003699853,0.00004301401,0.9997759,0.000002616383,0.00001501064,0.00002456101,0.00001589909,0.00004363059,0.00001396973,0.000003737744,0.00005722267,7.81877e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975814,0.0003761182,0.0001011321,0.0000365547,0.000006043239,0.00001357776,0.001413986,0.000005631715,0.0004654517],"genre_scores_gemma":[0.9982466,0.0001481635,0.00009586346,0.0000177415,0.000008561353,0.00001898519,0.001008558,0.000002141032,0.0004533737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264276,"threshold_uncertainty_score":0.02513838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467971875067961,"score_gpt":0.381301809719473,"score_spread":0.3466220909687934,"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."}}