{"id":"W3098205344","doi":"10.1016/j.echo.2020.11.005","title":"Anatomic Concordance of Neonatologist-Performed Echocardiography as Part of Hemodynamics Consultation and Pediatric Cardiology","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Concordance; Hemodynamics; Cardiology; Internal medicine; Intracardiac injection; Neonatology; Ventricular outflow tract; Population","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":[0.0008788425,0.0002092034,0.0002215665,0.002183795,0.0004569636,0.0007021831,0.0004576567,0.0006798008,0.00773981],"category_scores_gemma":[0.01021228,0.0001721523,0.0003104936,0.0009227642,0.0004180837,0.0003949143,0.0007291214,0.0005744647,0.0004962199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745839,"about_ca_system_score_gemma":0.001048317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004277772,"about_ca_topic_score_gemma":0.006977203,"domain_scores_codex":[0.9986552,0.0003355064,0.0001904543,0.0002279257,0.0002993556,0.0002914547],"domain_scores_gemma":[0.994532,0.002331498,0.001508717,0.0003318465,0.0006897167,0.0006060912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006197226,0.00001858489,0.9834062,0.00002991814,0.00002299252,0.009551244,0.0002667129,0.0001199582,0.001012149,0.00030081,0.0005664251,0.004643027],"study_design_scores_gemma":[0.00000382421,0.00007392848,0.9418079,0.0001447616,0.00004236001,0.05306258,0.001010122,0.0006510048,0.001047613,0.0002078172,0.001931591,0.00001659025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794104,0.001086772,0.000970782,0.000724128,0.0001187922,0.00002163371,0.0009874934,0.00006735292,0.01661269],"genre_scores_gemma":[0.9978437,0.0003416016,0.0009092027,0.0001269629,0.00004749727,0.00001074465,0.0003245657,0.00001693837,0.0003787297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00773981,"threshold_uncertainty_score":0.02589226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326007453088479,"score_gpt":0.2645926703707113,"score_spread":0.2513325958398265,"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."}}