{"id":"W2597041185","doi":"10.1016/s0735-1097(17)33971-2","title":"TIMELY DETECTION OF PULMONARY ARTERIAL HYPERTENSION IN PATIENTS WITH REPAIRED CONGENITAL HEART DISEASE: INTERIM RESULTS FROM THE ACHD-QUERI REGISTRY","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Heart Research Centre","funders":"","keywords":"Medicine; Interim; Heart disease; Pulmonary hypertension; Cardiology; Internal medicine; Intensive care medicine; Emergency 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":[0.00161706,0.0003310037,0.0008835955,0.001080123,0.0003636149,0.001259398,0.0007122915,0.00075132,0.00118045],"category_scores_gemma":[0.005661594,0.0003455128,0.0008690224,0.001183129,0.0001721287,0.001351218,0.001021601,0.001084912,0.0002918238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005136024,"about_ca_system_score_gemma":0.0008818707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072188,"about_ca_topic_score_gemma":0.01297292,"domain_scores_codex":[0.9987252,0.0002580254,0.0001571341,0.0002543368,0.0002936701,0.0003115409],"domain_scores_gemma":[0.9961492,0.0008753676,0.001569654,0.0003086696,0.0005383344,0.0005588308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015527,0.00003194199,0.997925,0.00001271993,0.00005103127,0.00003473071,0.00001951636,0.00004544242,0.00007416584,0.00002346177,0.0004481511,0.001232271],"study_design_scores_gemma":[0.0000170419,0.00004350433,0.9991251,0.0000116728,0.00006392338,0.00008594491,0.0001095208,0.0002330384,0.00005877547,0.00002845592,0.0002186639,0.000004343412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843225,0.0008956128,0.0003891841,0.0007472817,0.00006159344,0.00003932266,0.01188087,0.00003756011,0.001626134],"genre_scores_gemma":[0.9856117,0.0005028102,0.0004349199,0.0002249294,0.0001109917,0.00004152542,0.01276096,0.00001270881,0.0002994745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072188,"threshold_uncertainty_score":0.02131897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876058082395654,"score_gpt":0.2619265627313173,"score_spread":0.2431659819073607,"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."}}