{"id":"W4211081602","doi":"10.3410/f.718180676.793490625","title":"Faculty Opinions recommendation of Mitral-valve repair versus replacement for severe ischemic mitral regurgitation.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Cardiothoracic Surgery, University of Colorado School of Medicine, Anschutz Medical Campus; Canadian Institutes of Health Research; School of Medicine, Emory University; National Institutes of Health; Institut de Cardiologie de Montréal; National Heart, Lung, and Blood Institute; East Carolina University; Brigham and Women's Hospital; Cleveland Clinic; Cleveland Clinic Foundation; Emory University; Massachusetts General Hospital","keywords":"Medicine; Mitral regurgitation; Hazard ratio; Confidence interval; Mitral valve repair; Cardiology; Mitral valve; Chi-square test; Surgery; Internal medicine; Mann–Whitney U test","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002271371,0.0007680251,0.001714221,0.002361664,0.0005061038,0.001677162,0.002364398,0.001626399,0.1139142],"category_scores_gemma":[0.03784857,0.0004393606,0.002620833,0.005582934,0.0002636877,0.001305719,0.001238242,0.001890252,0.02243665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657375,"about_ca_system_score_gemma":0.005395376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03700586,"about_ca_topic_score_gemma":0.06718397,"domain_scores_codex":[0.9966201,0.0007528598,0.001004669,0.0006668753,0.0007159135,0.0002396803],"domain_scores_gemma":[0.9856628,0.004633244,0.004592118,0.0009900088,0.003104541,0.001017318],"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":[0.0006183248,0.00003342282,0.01132045,0.007707336,0.001092101,0.00002276418,0.00002046034,0.000245094,0.00005259677,0.0006102783,0.9688588,0.009418393],"study_design_scores_gemma":[0.007653096,0.0001363665,0.07355509,0.009520181,0.002758598,0.0002243808,0.00009597786,0.001134178,0.0003234658,0.00293818,0.9015677,0.0000927942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004131201,0.0006063872,0.00005326618,0.0005655356,0.00007765306,0.00007399271,0.9963306,0.00004156314,0.001837976],"genre_scores_gemma":[0.009771581,0.001859966,0.0009857776,0.001650021,0.0002281177,0.0007783644,0.9800149,0.00009494209,0.004616226],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1139142,"threshold_uncertainty_score":0.3810809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468189134075339,"score_gpt":0.4020204630792475,"score_spread":0.3673385717384941,"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."}}