{"id":"W2765766999","doi":"10.1016/j.jacc.2015.02.031","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":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Valve replacement","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":[0.0009790069,0.0006201557,0.001627956,0.003496437,0.0002969942,0.0008174766,0.0007448008,0.0007584304,0.004821384],"category_scores_gemma":[0.003330987,0.0002548628,0.001205768,0.003485676,0.0003801791,0.000812554,0.0005450498,0.0012197,0.001098897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006743422,"about_ca_system_score_gemma":0.002878237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004295833,"about_ca_topic_score_gemma":0.007563266,"domain_scores_codex":[0.999442,0.00005672198,0.0002098718,0.00005914262,0.0002004654,0.00003164943],"domain_scores_gemma":[0.9982848,0.000856229,0.0004813866,0.00002445907,0.0002766027,0.00007662688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386605,0.00009090258,0.001810367,0.05035536,0.0004805839,0.0001206064,0.00004692026,0.0002073111,0.0004079083,0.001424166,0.0549904,0.8899267],"study_design_scores_gemma":[0.0002302468,0.0002392529,0.02538842,0.06622385,0.002670713,0.002959784,0.0001996548,0.0002388211,0.0004735762,0.001359336,0.8999391,0.00007733404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001964929,0.9980545,0.00006439512,0.0003335587,0.0002264405,0.00001414651,0.0001416199,0.000004393018,0.0009644977],"genre_scores_gemma":[0.001233879,0.9976584,0.0001793455,0.0002286992,0.0002121138,0.00001516455,0.0002433019,0.000001565697,0.0002274735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004821384,"threshold_uncertainty_score":0.01612914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141765156052152,"score_gpt":0.3837419544637348,"score_spread":0.3323243029032133,"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."}}