{"id":"W320564702","doi":"10.1016/j.jacc.2009.11.103","title":"Looking Into the Left Atrial Crystal Ball","year":2010,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Fondation Leducq","keywords":"Medicine; Volume overload; Mitral regurgitation; Cardiology; Functional mitral regurgitation; Mitral valve repair; Internal medicine; Surgery; Heart failure","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":[0.001041608,0.0007011386,0.001137737,0.0008613659,0.003257304,0.002787767,0.0009214981,0.03947367,0.004835019],"category_scores_gemma":[0.01171215,0.000584799,0.00111565,0.000475164,0.002660534,0.004606226,0.001207542,0.03293073,0.00279614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335448,"about_ca_system_score_gemma":0.001952159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999991,"about_ca_topic_score_gemma":0.008106979,"domain_scores_codex":[0.998953,0.0003062044,0.0001193995,0.0001795413,0.0002481292,0.0001935942],"domain_scores_gemma":[0.9974451,0.001425482,0.0002466523,0.00008488714,0.0002725902,0.0005252324],"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":[0.0001973794,0.0001000787,0.003718592,0.0001032029,0.00004848291,0.1014441,0.0003752506,0.0002325939,0.0004577825,0.01141171,0.8673847,0.01452606],"study_design_scores_gemma":[0.0005466992,0.0002942171,0.005832613,0.001114122,0.000136853,0.2372813,0.002877708,0.003201058,0.0008429036,0.05347405,0.6941953,0.0002030748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002413649,0.002622693,0.0001630847,0.9687272,0.01658592,0.000009808965,0.00003328558,0.00002047331,0.00942386],"genre_scores_gemma":[0.03086843,0.002901667,0.0006315553,0.8764567,0.07521836,0.00002938661,0.00003915758,0.00003797586,0.01381683],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03947367,"threshold_uncertainty_score":0.02433854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809549900508262,"score_gpt":0.2944195347283278,"score_spread":0.2863240357232452,"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."}}