{"id":"W3134297821","doi":"10.1016/j.jcin.2020.12.038","title":"Transcatheter Mitral Valve Replacement","year":2021,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Mitral regurgitation; Valve replacement; Medicine; Mitral valve replacement; Mitral valve; Cardiology; Internal medicine; Mitral valve repair; Surgery; Stenosis","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":[0.0008817738,0.00115083,0.003052733,0.003389482,0.0002622668,0.001223181,0.0006673727,0.001087373,0.01144606],"category_scores_gemma":[0.00216126,0.0002798978,0.001339159,0.002581463,0.0003548926,0.0009329675,0.0008315235,0.001638208,0.002363176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799803,"about_ca_system_score_gemma":0.001633144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295621,"about_ca_topic_score_gemma":0.003825139,"domain_scores_codex":[0.9996414,0.00007760996,0.00009466353,0.00005066786,0.0001019219,0.0000337491],"domain_scores_gemma":[0.9990256,0.0005600624,0.0002317162,0.00001866356,0.0001107475,0.00005320102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002016917,0.00006883049,0.0001079195,0.0844242,0.0006929915,0.00007427226,0.00003002548,0.0001479991,0.0005407363,0.001260313,0.03925886,0.8731922],"study_design_scores_gemma":[0.0006498755,0.0004911571,0.002986509,0.0856733,0.00509938,0.001139544,0.00008827468,0.000203984,0.0003915528,0.002126738,0.9010974,0.00005237089],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004553913,0.9988756,0.00004152075,0.000164969,0.0002342718,0.000006791341,0.00002537617,0.000004776319,0.000601104],"genre_scores_gemma":[0.0005280416,0.9984246,0.00009564138,0.0003130994,0.0003005487,0.000009993099,0.00003491555,0.000001232891,0.0002918418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01144606,"threshold_uncertainty_score":0.03829086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08001527601580379,"score_gpt":0.4192624760856336,"score_spread":0.3392472000698298,"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."}}