{"id":"W2340668831","doi":"10.1136/bmj.i1753","title":"Clinical risk factors for pre-eclampsia determined in early pregnancy: systematic review and meta-analysis of large cohort studies","year":2016,"lang":"en","type":"review","venue":"BMJ","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":973,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Canadian Institutes of Health Research; University of Notre Dame Australia; Institute for Clinical Evaluative Sciences; National Health and Medical Research Council; Stryker; University of Notre Dame; University of Toronto; Western Michigan University","keywords":"Medicine; Relative risk; Eclampsia; Obstetrics; Meta-analysis; Risk factor; Cohort study; Pregnancy; Cohort; Confidence interval; Gynecology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03015978,0.003082817,0.02048896,0.009378389,0.0006896828,0.003006349,0.002586129,0.002159975,0.002277494],"category_scores_gemma":[0.07328772,0.001691039,0.03403397,0.009229153,0.0007943828,0.001659803,0.00167042,0.00165926,0.0002324254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003262637,"about_ca_system_score_gemma":0.005947344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008900415,"about_ca_topic_score_gemma":0.02126306,"domain_scores_codex":[0.9800362,0.01013025,0.005683793,0.001790921,0.00190062,0.0004582723],"domain_scores_gemma":[0.947561,0.03803881,0.008702545,0.001941673,0.003318343,0.0004376386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001372992,0.00002243845,0.008719135,0.3259174,0.6550125,0.0001304393,0.00007946358,0.000464501,0.000162758,0.0001028528,0.0005288034,0.00748665],"study_design_scores_gemma":[0.0005647111,0.0001746581,0.007245062,0.03749466,0.952739,0.0001174403,0.00004579608,0.0001936266,0.0001109394,0.0001526441,0.001135897,0.00002555171],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006550984,0.990217,0.001042708,0.0002211894,0.0001557767,0.0007112122,0.0008993762,0.00003480493,0.0001670117],"genre_scores_gemma":[0.2372784,0.7472381,0.007596679,0.0008432801,0.0003135778,0.004437138,0.001962607,0.00004209644,0.0002881218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03015978,"threshold_uncertainty_score":0.159502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1970746802897891,"score_gpt":0.4807543382470262,"score_spread":0.283679657957237,"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."}}