{"id":"W3011802957","doi":"10.1111/1471-0528.16225","title":"Maternal risk factors and adverse birth outcomes associated with HELLP syndrome: a population‐based study","year":2020,"lang":"en","type":"article","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; McGill University Health Centre; Children's & Women's Health Centre of British Columbia; McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research; Institute of Human Development, Child and Youth Health; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Michael Smith Health Research BC; BC Children's Hospital","keywords":"HELLP syndrome; Medicine; Obstetrics; Population; Odds ratio; Pregnancy; Gestational age; Small for gestational age; Incidence (geometry); Eclampsia; 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":[0.000236214,0.0002126464,0.0005865765,0.000421312,0.00009772825,0.00003232644,0.0002595559,0.00009815369,0.0002679644],"category_scores_gemma":[0.003377808,0.0001481899,0.0001191596,0.0002803789,0.00005029852,0.0002592568,0.00006822281,0.0004096438,0.000003418355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354584,"about_ca_system_score_gemma":0.0001262545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006495321,"about_ca_topic_score_gemma":0.00005035177,"domain_scores_codex":[0.9981513,0.0001971187,0.0005765017,0.0002202696,0.0006607826,0.000194007],"domain_scores_gemma":[0.9973698,0.001016081,0.0007496711,0.0001120763,0.0005182794,0.0002341057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002231384,0.0005140629,0.9941604,0.00001090346,0.001310483,0.001796291,0.0007852385,0.0002377992,0.000002040067,0.00001934561,0.00001114255,0.0009291578],"study_design_scores_gemma":[0.006279043,0.003596096,0.9885423,0.00002539275,0.0003428004,0.000100675,0.0006300762,0.0002463492,0.00001359409,0.00004045923,0.00004762466,0.0001356269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997579,0.0002119975,0.0001910112,0.0003849014,0.001172958,0.0002597132,0.00006439892,0.00003066,0.0001053202],"genre_scores_gemma":[0.9990019,0.00003663416,0.0004389039,0.0003893617,0.0000424212,0.000004404145,0.00002188889,0.0000217535,0.0000427763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006055905,"threshold_uncertainty_score":0.604301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841926373313651,"score_gpt":0.2870786445335008,"score_spread":0.2586593808003643,"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."}}