{"id":"W2053881283","doi":"10.1097/00000542-200607000-00008","title":"Factors Affecting Perioperative Transfusion Decisions in Patients with Coronary Artery Disease Undergoing Coronary Artery Bypass Surgery","year":2006,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Baycrest Hospital; St. Michael's Hospital; University Health Network; University of Toronto; Canadian Blood Services","funders":"","keywords":"Medicine; Perioperative; Cardiac surgery; Coronary artery disease; Coronary artery bypass surgery; Artery; Bypass surgery; Ischemia; Blood transfusion; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001743177,0.0003266405,0.0005756069,0.0003227954,0.0001902417,0.00001578787,0.00008141707,0.0001339297,0.0001379812],"category_scores_gemma":[0.00005530525,0.0002351508,0.0001451939,0.0002523079,0.0001336649,0.0001519426,0.0000264478,0.0002530286,0.00001950256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000784411,"about_ca_system_score_gemma":0.0001558686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009572859,"about_ca_topic_score_gemma":0.000667626,"domain_scores_codex":[0.998078,0.0002235108,0.0004325623,0.0005439481,0.0002662126,0.0004557675],"domain_scores_gemma":[0.9984601,0.0008944427,0.00007405917,0.0003194557,0.0000627152,0.000189252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001563385,0.001007474,0.9915043,0.00003516271,0.00005831162,0.001217924,0.0003186756,0.00008395394,0.0001578097,0.00005245005,0.0001764136,0.003824217],"study_design_scores_gemma":[0.003080055,0.0008046848,0.9944619,0.000256353,0.0001282472,0.00005548125,0.0005468551,0.00001752886,0.00005466363,0.00003497034,0.0002943774,0.000264893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981871,0.0001416412,0.0001119677,0.0003353004,0.0001392852,0.0007606431,0.000006461565,0.00009685833,0.0002206925],"genre_scores_gemma":[0.9983102,0.0001201278,0.00009201941,0.0008746699,0.00004643679,0.00003979303,0.000295468,0.00004502187,0.0001762282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003559324,"threshold_uncertainty_score":0.9589171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774008617294934,"score_gpt":0.2288590191374258,"score_spread":0.2111189329644765,"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."}}