{"id":"W4244711205","doi":"10.1016/j.athoracsur.2009.08.032","title":"Invited Commentary","year":2009,"lang":"en","type":"review","venue":"The Annals of Thoracic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; EuroSCORE; Perioperative; Internal medicine; Cardiology; Cardiac surgery; Troponin; Scopus; Surgery; MEDLINE; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009502111,0.00135298,0.003704818,0.002976026,0.001985734,0.004591093,0.003371768,0.02308505,0.04570594],"category_scores_gemma":[0.05981644,0.0008439099,0.002904823,0.00256488,0.001882341,0.003792798,0.004545933,0.01603764,0.01535827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004825076,"about_ca_system_score_gemma":0.01046095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005197863,"about_ca_topic_score_gemma":0.01016797,"domain_scores_codex":[0.9907742,0.0028825,0.001278317,0.0009607692,0.003256652,0.0008475885],"domain_scores_gemma":[0.9761215,0.01092342,0.003124413,0.000679143,0.007258652,0.0018927],"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":[0.00002443271,0.000002780002,0.0000275719,0.0009139521,0.00002627344,0.00007590011,0.00002567008,0.000005666153,0.00001608155,0.0002803621,0.992878,0.00572324],"study_design_scores_gemma":[0.0001301771,0.0000199895,0.0003304266,0.005100298,0.0001464526,0.0002897335,0.0001119458,0.0000185429,0.0000435084,0.001023332,0.9927673,0.00001826158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001077639,0.05957679,0.00008287779,0.6153355,0.3175185,0.0001063746,0.0005737425,0.00003767106,0.006660733],"genre_scores_gemma":[0.001443193,0.0321698,0.0001753413,0.8219737,0.1253934,0.000271203,0.0002751866,0.00004589838,0.01825229],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04570594,"threshold_uncertainty_score":0.1529016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.259532330120153,"score_gpt":0.4679717313770445,"score_spread":0.2084394012568915,"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."}}