{"id":"W2171848916","doi":"10.1016/j.ejcts.2005.02.014","title":"Preoperative statin use and in-hospital outcomes following heart surgery in patients with unstable angina","year":2005,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Unstable angina; Statin; Angina; Cardiology; Internal medicine; Emergency medicine; Coronary heart disease; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005092259,0.0003018939,0.001894585,0.0006698633,0.00005249814,0.00009522073,0.00005774923,0.00004434121,0.00001668749],"category_scores_gemma":[0.00126891,0.0002164857,0.0008452907,0.0004409707,0.00007170824,0.000815236,0.00003213272,0.0004123536,0.00001173081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428598,"about_ca_system_score_gemma":0.000222722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001064005,"about_ca_topic_score_gemma":0.000004080249,"domain_scores_codex":[0.9959447,0.001580763,0.001015153,0.0002694774,0.000707162,0.0004826921],"domain_scores_gemma":[0.9962856,0.00270116,0.0002639205,0.0002355787,0.0002099765,0.0003037675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006978787,0.0002106733,0.9863699,0.00003032658,0.0002366665,0.00384805,0.0004034141,0.0001352257,0.000004174231,0.000001661585,0.0007429548,0.007319056],"study_design_scores_gemma":[0.001047331,0.0001624883,0.9832805,0.0004589089,0.0001237213,0.0001368712,0.0001984288,0.000002965782,0.00003855666,3.266196e-7,0.01429651,0.0002533936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968521,0.0007920808,0.00002946665,0.001109448,0.0002812249,0.0002386383,0.000006023535,0.00001810988,0.0006729193],"genre_scores_gemma":[0.9984103,0.00009468306,0.0007494211,0.0003470824,0.0001108121,0.000002129408,0.00001101733,0.00005292146,0.0002215675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355355,"threshold_uncertainty_score":0.882803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505003614159406,"score_gpt":0.2505622885022921,"score_spread":0.2355122523606981,"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."}}