{"id":"W2336916768","doi":"10.1161/circulationaha.115.019506","title":"Report of the National Heart, Lung, and Blood Institute Working Group","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Duke Clinical Research Institute; Hospital for Sick Children; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institutes of Health; Johns Hopkins University; Centers for Disease Control and Prevention; Children's National Hospital; Kaiser Permanente; Emory University; Children's Hospital Association; Children's Hospital of Philadelphia","keywords":"Medicine; Heart disease; Lung disease; Working group; Intensive care medicine; Lung; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09899145,0.002136266,0.002055681,0.009912561,0.002102755,0.00749814,0.005572992,0.004356083,0.009528199],"category_scores_gemma":[0.0920521,0.001419009,0.002489051,0.01341332,0.001403333,0.004967215,0.006316947,0.00607717,0.005171113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005559615,"about_ca_system_score_gemma":0.03738157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06329721,"about_ca_topic_score_gemma":0.0359072,"domain_scores_codex":[0.9624302,0.009905085,0.006377262,0.002230935,0.01655577,0.002500759],"domain_scores_gemma":[0.8832035,0.02672305,0.01185959,0.01266155,0.05357718,0.0119751],"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":[0.0002303535,0.0001577741,0.03018714,0.0008993433,0.0002451414,0.0001446496,0.0005839724,0.0002726633,0.0002104906,0.005611679,0.9212027,0.04025396],"study_design_scores_gemma":[0.0002782599,0.0001532823,0.07783645,0.004265673,0.000444252,0.0002110866,0.001502132,0.0003671193,0.0008903957,0.003590018,0.9103425,0.0001186717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01720016,0.04145634,0.02249512,0.2838467,0.03847082,0.009403993,0.4120159,0.00150313,0.1736078],"genre_scores_gemma":[0.06786066,0.06453221,0.06327099,0.06972568,0.01692177,0.02560873,0.6036057,0.001418349,0.08705604],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09899145,"threshold_uncertainty_score":0.5235231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034655496123755,"score_gpt":0.2874058870617657,"score_spread":0.2570593321005281,"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."}}