{"id":"W2127082654","doi":"10.1016/j.athoracsur.2014.12.088","title":"SCAI/AATS/ACC/STS Operator and Institutional Requirements for Transcatheter Valve Repair and Replacement, Part III: Pulmonic Valve","year":2015,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Cardiology; Valve replacement; Internal medicine","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":[0.0009519038,0.0002281227,0.0003325824,0.00116156,0.0005338508,0.000855354,0.0004716388,0.0004696634,0.01561933],"category_scores_gemma":[0.008619426,0.0001598407,0.000599916,0.001632994,0.000244839,0.000435197,0.0004756634,0.0009632027,0.001250381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007969892,"about_ca_system_score_gemma":0.002092397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120247,"about_ca_topic_score_gemma":0.01937506,"domain_scores_codex":[0.9988453,0.0001553771,0.0002729177,0.0001077426,0.000391073,0.0002275722],"domain_scores_gemma":[0.9881089,0.002266524,0.005051196,0.0004841257,0.00163456,0.002454728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002351297,0.0001037284,0.9837813,0.00004407695,0.00006930484,0.0001881297,0.0001072037,0.0002397876,0.0006205236,0.0002858758,0.008251196,0.006073739],"study_design_scores_gemma":[0.00001093185,0.00005073631,0.9962759,0.00003362368,0.0000217763,0.0003848257,0.0001798343,0.0002555289,0.0001190829,0.00007082002,0.0025898,0.000007226425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9426708,0.0009443059,0.001825129,0.001584032,0.0002842126,0.0002646626,0.02605944,0.00006980066,0.02629773],"genre_scores_gemma":[0.9764344,0.0004930961,0.00121089,0.0004223664,0.0002719136,0.0002450414,0.01702093,0.00007217318,0.003829198],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01561933,"threshold_uncertainty_score":0.05225188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807118607133,"score_gpt":0.4369931692443068,"score_spread":0.2562813085310067,"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."}}