{"id":"W4393120177","doi":"10.1136/bmjopen-2023-079131","title":"Prepregnancy body mass index and other risk factors for early-onset and late-onset haemolysis, elevated liver enzymes and low platelets (HELLP) syndrome: a population-based retrospective cohort study in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; BC Children's Hospital; Impact; University of British Columbia","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Hospital for Sick Children; Vetenskapsrådet; Canadian Institutes of Health Research; Sick Kids Foundation; BC Children's Hospital","keywords":"HELLP syndrome; Medicine; Overweight; Body mass index; Population; Underweight; Haemolysis; Obstetrics; Internal medicine; Gestational age; Pregnancy; Preeclampsia; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000571194,0.000500482,0.0005912466,0.00146932,0.002138746,0.001112226,0.001142816,0.0005836052,0.001613899],"category_scores_gemma":[0.00124491,0.0007805378,0.0005627134,0.003831506,0.0005215227,0.0002971786,0.0006273121,0.0008745734,0.0003170723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009256055,"about_ca_system_score_gemma":0.01072349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.969808,"about_ca_topic_score_gemma":0.9755841,"domain_scores_codex":[0.9992791,0.00005435348,0.00005759506,0.0001742042,0.000233801,0.0002009724],"domain_scores_gemma":[0.9983988,0.0000871653,0.000326717,0.0001116477,0.0006407524,0.0004348313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005446711,0.00001877034,0.9983949,0.00001670528,0.00005769092,0.00008970282,0.0001160492,0.00003212573,0.0001032609,0.00001537302,0.0004384928,0.0006624248],"study_design_scores_gemma":[0.00001019924,0.00001587417,0.9991403,0.00002045617,0.00003801197,0.0001110115,0.000234561,0.0001232815,0.00001865395,0.000008745571,0.0002730227,0.000005973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99268,0.001025948,0.0001190929,0.0001402565,0.00001401194,0.00005319303,0.004890642,0.00001114404,0.001065685],"genre_scores_gemma":[0.9957765,0.0007765304,0.0001590803,0.0000985427,0.00000757435,0.00002992827,0.002229822,0.000005412947,0.0009167028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03019196,"threshold_uncertainty_score":0.06715769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864698374417863,"score_gpt":0.2916430365470613,"score_spread":0.2729960528028827,"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."}}