{"id":"W106960334","doi":"","title":"Preoperative cardiovascular risk factor control in elective coronary artery bypass graft patients: a failure of present management.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Risk factor; Diabetes mellitus; Hyperlipidemia; Coronary artery disease; Internal medicine; Heart failure; Artery; Cardiology; Surgery; Intensive care 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":[0.001920654,0.000137205,0.0003246568,0.0003375695,0.0002708559,0.0005009362,0.0003776163,0.0004545971,0.0004703177],"category_scores_gemma":[0.007885801,0.00006662516,0.0001419628,0.0003549057,0.0002858979,0.0003928019,0.0001983059,0.0004838311,0.0001365544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455944,"about_ca_system_score_gemma":0.0008426781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305435,"about_ca_topic_score_gemma":0.001846572,"domain_scores_codex":[0.9989974,0.0003339837,0.0001943984,0.0000646198,0.0003546373,0.00005497643],"domain_scores_gemma":[0.9959534,0.001195068,0.001180092,0.0001105373,0.001063816,0.0004969722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007703209,0.0002665085,0.598415,0.001796541,0.0001503689,0.0007378445,0.0004970977,0.0002068699,0.001029256,0.0002095919,0.005735465,0.3901852],"study_design_scores_gemma":[0.0001136237,0.001187279,0.9847733,0.001218603,0.0002049705,0.003866911,0.001224606,0.0008084663,0.0005020592,0.0003728885,0.005698827,0.00002838403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7852949,0.1837354,0.001533698,0.0222521,0.0008649994,0.00006313042,0.0003355731,0.00005709698,0.005863032],"genre_scores_gemma":[0.9767416,0.01996422,0.001131178,0.001211342,0.0004943624,0.0000239356,0.0002041571,0.00000394256,0.0002252799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920654,"threshold_uncertainty_score":0.01015753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009589926610820962,"score_gpt":0.1871837794603939,"score_spread":0.177593852849573,"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."}}