{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005162701,0.0002322796,0.0003694381,0.0006614566,0.0002901844,0.0004829197,0.0002212585,0.0004177948,0.001914133],"category_scores_gemma":[0.003174013,0.00008113072,0.0002925854,0.0006906978,0.0002368402,0.0001920932,0.000257956,0.0004488865,0.0002529841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234115,"about_ca_system_score_gemma":0.0003657771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139556,"about_ca_topic_score_gemma":0.002306842,"domain_scores_codex":[0.9995347,0.0001577074,0.000059432,0.00004909179,0.0001114893,0.00008748837],"domain_scores_gemma":[0.9976444,0.000480875,0.001203306,0.00004625044,0.0001724274,0.0004527465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475035,0.0002466364,0.979166,0.0001329735,0.00006237529,0.0002031847,0.00008730135,0.00003662883,0.0003350078,0.00001312915,0.0002317302,0.01923758],"study_design_scores_gemma":[0.000008440791,0.0004133713,0.9984139,0.00003971881,0.00003136502,0.0005130584,0.00005027478,0.00005194666,0.0001164302,0.000008976722,0.0003498248,0.000002680282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945009,0.003270918,0.0001102459,0.0002462324,0.0000437253,0.00004247118,0.0002298354,0.00001773864,0.00153789],"genre_scores_gemma":[0.9981859,0.001037868,0.0001462676,0.0001061314,0.00006011234,0.0000222426,0.0002407442,0.000002212864,0.0001984618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001914133,"threshold_uncertainty_score":0.006403446,"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."}}