{"id":"W4294600028","doi":"10.1186/s12978-022-01485-9","title":"Maternal nutritional risk factors for pre-eclampsia incidence: findings from a narrative scoping review","year":2022,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"Medical Research Council; Midlands State University; University of Oxford; Canadian Institutes of Health Research; National Institute for Health and Care Research; London School of Hygiene and Tropical Medicine; Government of Canada; Imperial College London; King's College London; UK Research and Innovation","keywords":"Eclampsia; Medicine; Pregnancy; Incidence (geometry); Etiology; Reproductive medicine; Obstetrics; Narrative review; Intensive care medicine; Biology; Psychiatry","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":[0.01182236,0.001124238,0.003436036,0.01741014,0.0007639021,0.003624641,0.001359566,0.00191442,0.003635605],"category_scores_gemma":[0.07535763,0.001062671,0.005412273,0.01712858,0.0008332863,0.002673021,0.002512679,0.001455431,0.0003888856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00477553,"about_ca_system_score_gemma":0.01268681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028881,"about_ca_topic_score_gemma":0.02358819,"domain_scores_codex":[0.9919466,0.002664728,0.003314722,0.0005150044,0.001283866,0.0002750904],"domain_scores_gemma":[0.9478244,0.04116372,0.006588827,0.0005658288,0.003574386,0.0002827738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001748983,0.0000230284,0.002886347,0.8811498,0.003632831,0.0004013952,0.001965031,0.000261072,0.0001991854,0.001234198,0.004677542,0.1033948],"study_design_scores_gemma":[0.00002440269,0.00004792655,0.004386548,0.9626338,0.009316294,0.00041416,0.0009447202,0.00006730502,0.0000788668,0.0003795764,0.02168504,0.00002138377],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002127985,0.9946497,0.000289184,0.0008841616,0.0001605415,0.0003232557,0.000776921,0.000007666403,0.0007807038],"genre_scores_gemma":[0.01361329,0.9840876,0.0007484108,0.0004939352,0.0000665288,0.0004771262,0.000394743,0.000004176076,0.0001142196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01741014,"threshold_uncertainty_score":0.06252337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04932893502098876,"score_gpt":0.37777910079444,"score_spread":0.3284501657734512,"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."}}