{"id":"W2763371635","doi":"10.1093/annonc/mdx388.046","title":"Cancer patient interest and perceptions of lifestyle behavior programs","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Smoking cessation; Logistic regression; Moderation; Cancer; Family medicine; Alcohol consumption; Environmental health; Alcohol; Internal medicine","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":[0.001909849,0.0001508366,0.000241334,0.0007417918,0.0009726816,0.001662637,0.0002835177,0.0008646733,0.00609359],"category_scores_gemma":[0.01399375,0.0001779603,0.000515748,0.000495693,0.0006132626,0.0008478073,0.001012305,0.001470833,0.0003124683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000741912,"about_ca_system_score_gemma":0.0008705615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003751161,"about_ca_topic_score_gemma":0.006432166,"domain_scores_codex":[0.998516,0.0006848952,0.0001320585,0.00007228442,0.0003320989,0.0002626933],"domain_scores_gemma":[0.9896773,0.004589085,0.002505978,0.0001735128,0.000781047,0.002273088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005805136,0.001449659,0.9681653,0.00007787828,0.0001851194,0.0002534688,0.01362634,0.0001145951,0.0005574894,0.000397894,0.0008019994,0.01378977],"study_design_scores_gemma":[0.00007700166,0.001018586,0.9490056,0.00007513425,0.0001446517,0.0005708291,0.0449913,0.0005922192,0.0004094122,0.0003207432,0.002756534,0.00003794539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952396,0.0001671322,0.00004715574,0.0007000518,0.0000170409,0.0000134183,0.00006160541,0.000002881554,0.003750978],"genre_scores_gemma":[0.9992557,0.00008457593,0.0000380419,0.0002260569,0.00001021329,0.000005773589,0.00004054814,0.000001381213,0.0003376145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00609359,"threshold_uncertainty_score":0.02038509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252403225876603,"score_gpt":0.4382627022585609,"score_spread":0.3130223796709006,"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."}}