{"id":"W2023700687","doi":"10.1002/ccd.24394","title":"Multisociety (AATS, ACCF, SCAI, and STS) expert consensus statement: Operator and institutional requirements for transcatheter valve repair and replacement, part 1: Transcatheter aortic valve replacement","year":2012,"lang":"en","type":"review","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Accreditation; Valve replacement; Mission statement; Commission; Health care; Competence (human resources); Consensus conference; Medical education; Cardiology; Public relations; Internal medicine; Management; Law; 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":[0.05498961,0.001625831,0.00250274,0.006549067,0.003425124,0.005707496,0.006571355,0.01811378,0.008394497],"category_scores_gemma":[0.09722453,0.00177566,0.004305494,0.003640156,0.002641317,0.003097178,0.00602648,0.01597482,0.01092243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004748863,"about_ca_system_score_gemma":0.03610031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009230287,"about_ca_topic_score_gemma":0.01528385,"domain_scores_codex":[0.9533895,0.01439499,0.01282664,0.001705082,0.01503022,0.00265353],"domain_scores_gemma":[0.8132204,0.03189425,0.02025246,0.005163162,0.112927,0.0165428],"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":[0.00006642772,0.0001115777,0.001481631,0.001450035,0.00007848642,0.0003424692,0.0003197494,0.0004887838,0.0006671743,0.00279016,0.9440782,0.04812523],"study_design_scores_gemma":[0.0001620503,0.0001480369,0.005950678,0.008645115,0.0001586292,0.001084126,0.0008762351,0.0009652563,0.0008945049,0.006035062,0.9749284,0.0001518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005414098,0.03694861,0.04961098,0.6328133,0.1758108,0.006786169,0.007930967,0.001295689,0.08338942],"genre_scores_gemma":[0.06090056,0.07017843,0.2424672,0.3671634,0.08362571,0.01547808,0.04327562,0.001673489,0.1152376],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05498961,"threshold_uncertainty_score":0.2908163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09378723076243553,"score_gpt":0.3898415705116068,"score_spread":0.2960543397491713,"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."}}