{"id":"W2334350602","doi":"10.1213/ane.0000000000000600","title":"Facing the Uncomfortable Truth","year":2015,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perioperative; Context (archaeology); Anesthesiology; Specialty; Population; Myocardial infarction; Medical emergency; Anesthesia; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01043814,0.001473715,0.001434659,0.00129669,0.01390466,0.01875914,0.002085747,0.0124107,0.03152348],"category_scores_gemma":[0.07830177,0.000670927,0.00112909,0.000804015,0.02176005,0.02114448,0.01032836,0.03897931,0.01651358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004163104,"about_ca_system_score_gemma":0.007959438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025124,"about_ca_topic_score_gemma":0.004425308,"domain_scores_codex":[0.9850194,0.007546073,0.0005195478,0.001612259,0.003884813,0.001417714],"domain_scores_gemma":[0.9693345,0.01519384,0.001925505,0.002236036,0.00613902,0.005171124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000258225,0.00001766192,0.0001473049,0.000112416,0.0000175515,0.0004824468,0.003538375,0.00003834928,0.00009616976,0.0252666,0.9515203,0.01873703],"study_design_scores_gemma":[0.000009518638,0.00001954501,0.00008662038,0.0004678039,0.000008085663,0.001340734,0.006682152,0.00007651625,0.00006880439,0.02804845,0.9631637,0.00002797432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009979217,0.0233652,0.002182684,0.8250124,0.118753,0.00002189478,0.0000737249,0.0001824984,0.02941066],"genre_scores_gemma":[0.04299563,0.01717414,0.002721567,0.7938308,0.07453182,0.00007790625,0.0001411876,0.000475023,0.06805193],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03152348,"threshold_uncertainty_score":0.1054565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882886786439723,"score_gpt":0.2641497828755309,"score_spread":0.2353209150111337,"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."}}