{"id":"W2738649937","doi":"10.1002/ccd.25710","title":"SCAI/AATS/ACC/STS operator and institutional requirements for transcatheter valve repair and replacement, Part III: Pulmonic valve","year":2015,"lang":"en","type":"review","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Appropriate Use Criteria; Mission statement; Valve replacement; Credentialing; Consensus conference; Public relations; Medical education; Cardiology; Internal medicine; Political science","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":[0.01785699,0.001048211,0.001666712,0.003422024,0.002257368,0.003501082,0.002588141,0.009126659,0.01678374],"category_scores_gemma":[0.05064822,0.001144377,0.00287426,0.002684946,0.002686692,0.00210151,0.002649768,0.009041975,0.01433009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002993855,"about_ca_system_score_gemma":0.01732629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054876,"about_ca_topic_score_gemma":0.03512384,"domain_scores_codex":[0.97588,0.00514543,0.007122043,0.0008923535,0.00943925,0.001520931],"domain_scores_gemma":[0.9209594,0.01919149,0.009414909,0.003627286,0.04036727,0.006439819],"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":[0.0000724267,0.0001896954,0.007356843,0.0007542337,0.00005546532,0.0005110682,0.0005212038,0.0007754576,0.001473493,0.008094869,0.9176032,0.06259202],"study_design_scores_gemma":[0.0001476412,0.0001734989,0.04010576,0.002804518,0.00006725056,0.001824952,0.0006565224,0.001152552,0.000989409,0.00482652,0.9471061,0.0001450843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02479122,0.03536451,0.05098422,0.3168038,0.0798303,0.01210475,0.01990416,0.003533158,0.4566838],"genre_scores_gemma":[0.1351784,0.06220971,0.250447,0.1671164,0.05179667,0.02315697,0.07159774,0.002770875,0.2357261],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02054876,"threshold_uncertainty_score":0.0944379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050508873024528,"score_gpt":0.4037213310833626,"score_spread":0.2986704437809098,"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."}}