{"id":"W2830606972","doi":"10.1136/bmj.k2739","title":"Prenatal biochemical screening and long term risk of maternal cardiovascular disease: population based cohort study","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; North York General Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Pregnancy; Interquartile range; Population; Cohort; Obstetrics; Cohort study; Confidence interval; Disease; 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":[0.0003805582,0.00009873688,0.0002333671,0.00005191993,0.00005015294,0.00001251976,0.00004944188,0.00004425917,0.00002026534],"category_scores_gemma":[0.0005453915,0.00008309611,0.00009860152,0.00006842032,0.00006066939,0.00004145069,0.00006228634,0.00008058917,0.000003040375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424953,"about_ca_system_score_gemma":0.00002127505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009906733,"about_ca_topic_score_gemma":0.000009407286,"domain_scores_codex":[0.9989784,0.0000610264,0.0002061796,0.0002287741,0.0003947084,0.0001309632],"domain_scores_gemma":[0.9992738,0.00006338591,0.00007310595,0.0003573676,0.00006983918,0.0001624793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003253682,0.00008577673,0.9940171,0.0000748419,0.0004282779,0.00006395962,0.00001522467,0.00002505172,0.00002577445,0.000001191458,0.00009427559,0.004843165],"study_design_scores_gemma":[0.001407036,0.0001788864,0.993305,0.0003285388,0.001063788,0.0000162208,0.000007967607,0.001966667,0.001626749,0.00000337189,0.000007227452,0.00008853534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954053,0.0004730771,0.003234621,0.00002691419,0.00005292595,0.0006533487,0.00004708435,0.00004122528,0.00006557072],"genre_scores_gemma":[0.9979973,0.00001046432,0.001515084,0.00001432969,0.000317239,0.00002009626,0.00009394538,0.00001330368,0.00001817558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475463,"threshold_uncertainty_score":0.3388561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494045938202881,"score_gpt":0.2833129696424297,"score_spread":0.2683725102604009,"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."}}