{"id":"W2799515852","doi":"10.1002/uog.19076","title":"Cost‐effectiveness of first‐trimester screening with early preventative use of aspirin in women at high risk of early‐onset pre‐eclampsia","year":2018,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Royal Inland Hospital","funders":"","keywords":"Medicine; Aspirin; Eclampsia; Pregnancy; Risk assessment; Population; Receiver operating characteristic; Obstetrics; Pediatrics; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006395051,0.0001966837,0.0008242474,0.0003904466,0.00005501556,0.000005797651,0.00009740947,0.0001930429,0.00002798614],"category_scores_gemma":[0.008708763,0.0001662577,0.00005086286,0.0007557189,0.0006682985,0.0001454019,0.0001069896,0.0002409234,8.349085e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442348,"about_ca_system_score_gemma":0.00006643272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188028,"about_ca_topic_score_gemma":0.0007513508,"domain_scores_codex":[0.9981597,0.0004502864,0.0005226245,0.0003339496,0.0001884435,0.000344984],"domain_scores_gemma":[0.9633348,0.03573959,0.0003784621,0.0002806856,0.0001985806,0.00006789401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002309813,0.0002980335,0.9848366,0.0004063073,0.0002495853,0.00001646893,0.008298153,0.00003642726,0.0003026727,0.00005658324,0.000006326592,0.003183079],"study_design_scores_gemma":[0.005293991,0.004682735,0.9837453,0.0007289198,0.00009280504,0.00001266938,0.0003411367,0.000012645,0.004311351,0.000378403,0.0002514661,0.0001486071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997558,0.0009230706,0.0001983785,0.000009633988,0.0001149073,0.000967605,0.0001001446,0.000007373172,0.00012089],"genre_scores_gemma":[0.9973956,0.001089738,0.001280691,0.00002013982,0.000008266684,0.00009433815,0.00001193773,0.00001831964,0.00008100191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03528931,"threshold_uncertainty_score":0.9996413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292043087939415,"score_gpt":0.2807332074613129,"score_spread":0.2515288986673714,"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."}}