{"id":"W4255013428","doi":"10.1016/j.athoracsur.2005.07.092","title":"Invited commentary","year":2005,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Myocardial infarction; Statin; Cardiology; Troponin; Internal medicine; Troponin T; Troponin I; Revascularization; Ischemia; Surgery","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":[0.008214124,0.001586523,0.003154676,0.001543588,0.009172863,0.009934668,0.004326516,0.1299978,0.0211097],"category_scores_gemma":[0.06204899,0.001406541,0.003136428,0.001187809,0.00359951,0.004027702,0.004140255,0.06796413,0.01566248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01071027,"about_ca_system_score_gemma":0.01219867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499397,"about_ca_topic_score_gemma":0.02485322,"domain_scores_codex":[0.9901231,0.002251939,0.000915494,0.00138535,0.003166588,0.002157635],"domain_scores_gemma":[0.9786547,0.009800616,0.001618173,0.0006373296,0.004691196,0.004598029],"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":[0.00001944653,0.000006401389,0.0001185199,0.00002988184,0.000009967833,0.0003607613,0.00007096169,0.00001465583,0.00002400423,0.0005672755,0.9972004,0.00157774],"study_design_scores_gemma":[0.00009984543,0.00003305818,0.0007566306,0.0004394942,0.0000644162,0.0006476429,0.0004212264,0.0001373456,0.0001115802,0.002777219,0.9944595,0.00005206787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001562243,0.001311287,0.00004282938,0.9169984,0.07746284,0.00001939837,0.00004747539,0.00002257556,0.003938912],"genre_scores_gemma":[0.0009560291,0.0003645453,0.00004455312,0.9593301,0.02955709,0.00003091731,0.00001848128,0.00001434138,0.009683943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1299978,"threshold_uncertainty_score":0.07770878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245473789689945,"score_gpt":0.3777639862571233,"score_spread":0.2532166072881287,"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."}}