{"id":"W4238654902","doi":"10.3410/f.735792189.793564328","title":"Faculty Opinions recommendation of Anterior leaflet laceration to prevent ventricular outflow tract obstruction during transcatheter mitral valve replacement.","year":2019,"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":false,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Ventricular outflow tract obstruction; Ventricular outflow tract; Medicine; Mitral valve replacement; Cardiology; Outflow; Mitral valve; Internal medicine; Geology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001216211,0.001170422,0.00120937,0.001886367,0.0004758927,0.001929728,0.001734616,0.001955147,0.07159805],"category_scores_gemma":[0.01404084,0.000357575,0.001797632,0.002386675,0.0002112111,0.00105811,0.001178725,0.001302749,0.04867838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008965284,"about_ca_system_score_gemma":0.002768791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480373,"about_ca_topic_score_gemma":0.03830581,"domain_scores_codex":[0.9988274,0.0002172835,0.0002303756,0.0003691704,0.0002371342,0.0001185105],"domain_scores_gemma":[0.9949881,0.001698654,0.00100565,0.0007720975,0.001074672,0.0004609917],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002461874,0.00003027412,0.005109459,0.002142102,0.0001539528,0.00002945433,0.00001023061,0.00018465,0.000111697,0.0002379887,0.9834934,0.008250477],"study_design_scores_gemma":[0.001050453,0.00007142443,0.02647499,0.002411314,0.0004038622,0.0001953376,0.000054028,0.001013238,0.0006055129,0.001774939,0.9658918,0.00005312219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002963632,0.0002834743,0.00007272992,0.0002104592,0.00006156488,0.00002005796,0.9978694,0.000141739,0.001044292],"genre_scores_gemma":[0.002108117,0.0004046218,0.00047776,0.0003629235,0.00004715102,0.0001045712,0.994806,0.00005685351,0.00163207],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9987838,"threshold_uncertainty_score":0.2395194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341330203437427,"score_gpt":0.370946564508487,"score_spread":0.3475332624741128,"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."}}