{"id":"W4283818871","doi":"10.1016/j.jcmg.2022.05.004","title":"Ischemia, Wall Motion, and Functional Mitral Regurgitation","year":2022,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Cardiology; Internal medicine; Functional mitral regurgitation; Medicine; Mitral regurgitation; Ischemia; Mitral valve; Heart failure; Ejection fraction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002780845,0.0004127187,0.0007949225,0.0002483808,0.0002306,0.0001006322,0.00006213945,0.0001848576,0.0004886204],"category_scores_gemma":[0.0000615494,0.0004220172,0.006513863,0.0001868339,0.00007010611,0.0001653862,0.0001129344,0.0009730067,0.00003878529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721468,"about_ca_system_score_gemma":0.0001126574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001264645,"about_ca_topic_score_gemma":1.704991e-7,"domain_scores_codex":[0.9971441,0.0001362769,0.0003011728,0.0008363808,0.001170898,0.0004111837],"domain_scores_gemma":[0.9987176,0.00005107255,0.00009881232,0.0008057235,0.0001924555,0.0001343311],"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":[0.00007624206,0.00005128323,0.040702,0.0004631473,0.01723923,0.001650908,0.00005423856,0.00005335901,0.0000170783,0.000005593336,0.9251667,0.01452017],"study_design_scores_gemma":[0.002835728,0.00002708274,0.0869514,0.00007004342,0.01208956,0.0008535768,0.00007215764,0.00009844041,0.00001838957,0.00006794435,0.896484,0.0004317283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05807013,0.277529,0.003281682,0.6220428,0.005471297,0.005205325,0.000982478,0.001113966,0.0263033],"genre_scores_gemma":[0.2951249,0.001721592,0.001060277,0.6343172,0.01741798,0.001213663,0.03985609,0.0007226189,0.00856571],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2758074,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183872356659089,"score_gpt":0.2556207705775997,"score_spread":0.2437820470110088,"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."}}