{"id":"W2076692035","doi":"10.1532/hsf98.20081004","title":"Changing Lifestyle Habits as Secondary Prophylaxis after Coronary Artery Bypass Grafting","year":2008,"lang":"en","type":"article","venue":"The Heart Surgery Forum","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bypass grafting; Angina; Artery; Canadian Cardiovascular Society; Quality of life (healthcare); Internal medicine; Surgery; Cardiology; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092792,0.0002402754,0.0005739186,0.0002418227,0.0006902924,0.00001077514,0.00005419278,0.0001288465,0.0002521498],"category_scores_gemma":[0.000106168,0.0001786319,0.0003673,0.0003855778,0.0001453934,0.0001464396,0.0001018305,0.0005387575,0.0006276078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144312,"about_ca_system_score_gemma":0.0009949689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008834957,"about_ca_topic_score_gemma":0.00001463149,"domain_scores_codex":[0.9973213,0.0001676039,0.000505341,0.0003414578,0.0004356997,0.001228597],"domain_scores_gemma":[0.9983386,0.0004825115,0.00008816746,0.0004818169,0.00006334264,0.0005455879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00191005,0.0003162682,0.8976786,0.0008320757,0.00008844079,0.001790329,0.00237788,8.537241e-7,0.0005549506,0.0000193912,0.05840824,0.03602294],"study_design_scores_gemma":[0.001159651,0.0007439737,0.7569858,0.0005169572,0.00005545657,0.02291688,0.001354594,0.00003366546,0.001869288,0.00007336319,0.2138397,0.0004507228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821638,0.001477928,0.000007121479,0.01186301,0.001273411,0.0009150227,0.00002305459,0.0001561753,0.002120462],"genre_scores_gemma":[0.9738765,0.0001908029,0.00007794344,0.02258498,0.0006470659,0.0001893381,0.00004617126,0.00005867057,0.002328505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554314,"threshold_uncertainty_score":0.8066838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862181143942252,"score_gpt":0.269078964101193,"score_spread":0.2504571526617704,"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."}}