{"id":"W3128752715","doi":"10.22541/au.158888166.69875316","title":"Ischemic Mitral Regurgitation","year":2020,"lang":"als","type":"preprint","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Coronary artery disease; Mitral regurgitation; Myocardial infarction; Heart failure; Regurgitation (circulation)","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":[0.0004753914,0.0003716256,0.0006332102,0.0007642552,0.000463026,0.0007154203,0.0001857962,0.0002856535,0.02002582],"category_scores_gemma":[0.002606965,0.00008157298,0.0004136606,0.0006312013,0.0002202812,0.000259015,0.0003756685,0.0004515938,0.006080055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977606,"about_ca_system_score_gemma":0.0003609758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005787387,"about_ca_topic_score_gemma":0.000586736,"domain_scores_codex":[0.9996212,0.00005859182,0.00006213563,0.00006547214,0.0001210478,0.00007161131],"domain_scores_gemma":[0.9993252,0.0001090984,0.0002228712,0.0000810704,0.0001351537,0.0001266508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002637545,0.0004562438,0.2983011,0.002282741,0.0006606253,0.01208398,0.0009965918,0.0002495155,0.01094518,0.006535823,0.1071289,0.5577218],"study_design_scores_gemma":[0.0004415313,0.001146151,0.5839834,0.001697811,0.0004530033,0.09132227,0.000503015,0.0004343578,0.002608729,0.006428143,0.3108799,0.000101644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5500378,0.08211092,0.01567353,0.006677798,0.004169528,0.0009580422,0.02188452,0.001727166,0.3167607],"genre_scores_gemma":[0.9117116,0.01711899,0.00471556,0.002477633,0.003882054,0.0002061663,0.01118136,0.0001797889,0.04852673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02002582,"threshold_uncertainty_score":0.06699306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192291288542769,"score_gpt":0.3729311681586756,"score_spread":0.3410082552732479,"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."}}