{"id":"W2588940435","doi":"10.1097/01.aoa.0000511997.60775.68","title":"Clinical Risk Factors for Preeclampsia Determined in Early Pregnancy: Systematic Review and Meta-Analysis of Large Cohort Studies","year":2017,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Preeclampsia; Obstetrics; Risk factor; Cohort study; Meta-analysis; Relative risk; Pregnancy; Population; Aspirin; Attributable risk; Cohort; Gynecology; Internal medicine; Confidence interval; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001532574,0.0004052104,0.00629802,0.0003511572,0.0002966814,0.00003489202,0.0003554687,0.000179333,0.000008804941],"category_scores_gemma":[0.01054583,0.0002596552,0.001469588,0.0005215434,0.0002917318,0.0001970292,0.0001074782,0.0002218825,0.000002420304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000390245,"about_ca_system_score_gemma":0.00004534615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006341319,"about_ca_topic_score_gemma":0.0000830494,"domain_scores_codex":[0.9967516,0.0003760127,0.001519193,0.000606574,0.0003546629,0.0003919304],"domain_scores_gemma":[0.9929643,0.003633287,0.001501763,0.001474858,0.0002961134,0.0001297066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002216837,0.000172424,0.8435189,0.05778261,0.09776536,0.00005573308,0.0005487775,3.596336e-7,2.054969e-7,0.00009235768,0.0000187603,0.00002236295],"study_design_scores_gemma":[0.0005783805,0.00020208,0.5507924,0.004883188,0.4432021,0.000008318673,0.0001078851,0.00001549273,0.000006064918,0.00002682184,0.00001901544,0.0001582141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4099853,0.5841139,0.00001937617,0.0003896359,0.00004198387,0.005146483,0.00007186279,0.00003912508,0.000192298],"genre_scores_gemma":[0.9423606,0.05584658,0.0002182138,0.0001351093,0.00000990528,0.0007181089,0.00001667646,0.00002853392,0.0006662182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5323753,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064722123974852,"score_gpt":0.3787002770844086,"score_spread":0.2722280646869233,"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."}}