{"id":"W2943968094","doi":"10.1001/jamanetworkopen.2019.3667","title":"Association of Adult Congenital Heart Disease With Pregnancy, Maternal, and Neonatal Outcomes","year":2019,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; University of Calgary","funders":"Alberta Children's Hospital Research Institute","keywords":"Medicine; Pregnancy; Heart disease; Gestational age; Population; Pediatrics; Odds ratio; Logistic regression; Medical record; Obstetrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002249703,0.0001441017,0.0005008656,0.00002620758,0.00003096838,0.00008388074,0.000155921,0.00008049412,0.0001400734],"category_scores_gemma":[0.00008212637,0.0001113828,0.0001082222,0.00009581036,0.0000344629,0.0002815246,0.0002679829,0.0001347621,0.00004205246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000566768,"about_ca_system_score_gemma":0.0000598035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006951239,"about_ca_topic_score_gemma":0.00002508171,"domain_scores_codex":[0.9987739,0.00008010456,0.0002256908,0.0002707736,0.0004166559,0.0002328898],"domain_scores_gemma":[0.9990007,0.00008741489,0.0001312358,0.0004701604,0.0001733705,0.0001371139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005459035,0.00002548551,0.991616,0.0001280913,0.0006386639,0.0001068686,0.0001167665,0.0000356526,0.000003581372,0.0002057512,0.001751331,0.004825962],"study_design_scores_gemma":[0.004844928,0.0001667193,0.9869652,0.002235725,0.000435507,0.00007897353,0.0000349913,0.0001360466,0.00008417626,0.00009623255,0.00476806,0.0001534123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890754,0.004418607,0.00002582573,0.00167716,0.0002236721,0.001400059,0.00002572249,0.00002757657,0.003126041],"genre_scores_gemma":[0.9894746,0.0002429786,0.001070837,0.0004451209,0.0001268849,0.00004684434,0.0000292351,0.00003227572,0.008531239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005405198,"threshold_uncertainty_score":0.4542057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007430012185395352,"score_gpt":0.2531756236450981,"score_spread":0.2457456114597028,"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."}}