{"id":"W1754892555","doi":"10.1038/nrcardio.2015.161","title":"Mitral valve disease—morphology and mechanisms","year":2015,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":383,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"National Center for Research Resources; National Institute of General Medical Sciences; American Heart Association; Direction Générale de l’offre de Soins; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Société Française de Cardiologie; Fondation Leducq; European Commission; Hjerteforeningen; National Institutes of Health; Eurostars; Sociedad Española de Cardiología; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada","keywords":"Medicine; Cardiology; Mitral valve; Mitral regurgitation; Internal medicine; Heart failure; Disease; Mitral valve prolapse; Ventricular outflow tract obstruction; Cardiomyopathy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006244229,0.0009109512,0.008143623,0.0002458702,0.00006312654,0.00001696382,0.000183671,0.001689634,0.00007022084],"category_scores_gemma":[0.0004146747,0.0005954455,0.01644778,0.0002876443,0.0001591847,0.00003601242,0.0001995616,0.001458595,0.0003445534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617814,"about_ca_system_score_gemma":0.0007367556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002581361,"about_ca_topic_score_gemma":1.539099e-7,"domain_scores_codex":[0.9962609,0.0009503017,0.0008176317,0.001112607,0.0002720607,0.0005865028],"domain_scores_gemma":[0.997298,0.0001316239,0.0004020394,0.00108995,0.0001497831,0.0009285851],"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":[0.00004891454,0.00004839777,0.0004163747,0.01937353,0.006858887,0.0007244828,0.000002873874,2.96558e-8,6.192592e-8,0.003121094,0.01800106,0.9514043],"study_design_scores_gemma":[0.0006480612,0.0001551704,0.0009155964,0.005193187,0.05459738,0.001331829,0.000002084505,6.670322e-8,8.550137e-9,0.001104767,0.9356459,0.0004058889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002837482,0.9929897,0.00002715347,0.00006045381,0.00133734,0.003328199,0.0004902069,0.00007101602,0.001693134],"genre_scores_gemma":[0.00005550849,0.9947306,0.0003504773,0.0005631687,0.001051658,0.0006287938,0.002250254,0.0001099517,0.0002595987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9509984,"threshold_uncertainty_score":0.9996497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632292025064531,"score_gpt":0.424202624417674,"score_spread":0.3778797041670287,"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."}}