{"id":"W4402360289","doi":"10.1002/uog.28562","title":"EP12.10: Cardiac disease in pregnancy and perinatal outcomes","year":2024,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Obstetrics; Pregnancy; Medicine; Disease; Perinatal mortality; Internal medicine; Fetus; Biology","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":[0.0005556963,0.0003211116,0.0004750838,0.0009739678,0.0005800232,0.0005677406,0.0004260777,0.0003514815,0.002231552],"category_scores_gemma":[0.001214842,0.0004133076,0.0004415041,0.001478048,0.0001429317,0.000471966,0.0005226322,0.0005724328,0.0004177347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901619,"about_ca_system_score_gemma":0.0004423538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939893,"about_ca_topic_score_gemma":0.003938854,"domain_scores_codex":[0.9995168,0.00008315971,0.0000913066,0.0001108725,0.0001029111,0.00009493333],"domain_scores_gemma":[0.9994661,0.00008277436,0.0002369146,0.00004877478,0.0000701278,0.00009532661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009800817,0.00005210827,0.9973348,0.00004712832,0.00003445053,0.0003579285,0.00009516579,0.00001562883,0.00009772481,0.00002464051,0.0002056938,0.001636821],"study_design_scores_gemma":[0.000007640698,0.0002314891,0.9968472,0.00004077734,0.00003352906,0.001670986,0.0002714208,0.00006734418,0.0000642512,0.00003043176,0.0007288798,0.000005958679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939803,0.0009849122,0.0001902662,0.00006154271,0.00001970279,0.0001553654,0.002652922,0.000005882454,0.001949189],"genre_scores_gemma":[0.9941492,0.0009852659,0.0003191234,0.00007834296,0.00003178682,0.0002986188,0.003038192,0.000007390858,0.001092131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002939893,"threshold_uncertainty_score":0.007465243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047125427346353,"score_gpt":0.2675467271098987,"score_spread":0.2570754728364352,"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."}}