{"id":"W4285806168","doi":"10.1016/j.jcin.2022.04.046","title":"Pediatric and Congenital Interventional Cardiology Training","year":2022,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Interventional cardiology; Training (meteorology); Cardiology; Medical physics; Internal medicine; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001809596,0.0006230023,0.00617509,0.0007331992,0.0002468756,0.00007405431,0.0002519607,0.0004155537,0.001685145],"category_scores_gemma":[0.0006411045,0.0005502995,0.03453329,0.0006673001,0.0001493123,0.00009047864,0.0003739606,0.00106946,0.0001203181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251007,"about_ca_system_score_gemma":0.0003225584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002601561,"about_ca_topic_score_gemma":0.000003210211,"domain_scores_codex":[0.9953598,0.001195499,0.001303746,0.0008979656,0.0007345387,0.0005084532],"domain_scores_gemma":[0.9976952,0.000724478,0.0002638606,0.0008940706,0.0001073683,0.0003150072],"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":[0.00002114374,0.0001392435,0.0003826488,0.02046547,0.02573582,0.002314194,0.00006613851,0.000004144612,8.823626e-9,0.001250266,0.0007736915,0.9488472],"study_design_scores_gemma":[0.0008673421,0.0002103896,0.0008411272,0.001729039,0.03503988,0.01174423,0.0001312098,8.72914e-7,1.282055e-8,0.00001070555,0.9489756,0.0004495855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009138392,0.9872957,0.0004612628,0.00002911328,0.001064251,0.001240379,0.0001678081,0.0001371188,0.009512994],"genre_scores_gemma":[0.0002587689,0.9935299,0.0001846562,0.00002803019,0.001184956,0.0007747057,0.0008699588,0.0001194623,0.00304958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9483976,"threshold_uncertainty_score":0.9996948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1776602227232675,"score_gpt":0.3703046742680373,"score_spread":0.1926444515447698,"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."}}