{"id":"W2807893556","doi":"10.1161/hypertensionaha.118.10999","title":"Pregnancy Weight Gain Before Diagnosis and Risk of Preeclampsia","year":2018,"lang":"en","type":"article","venue":"Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research","keywords":"Preeclampsia; Medicine; Weight gain; Pregnancy; Obstetrics; Overweight; Body mass index; Odds ratio; Population; Gestation; Gynecology; Internal medicine; Body weight","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":[0.0003364912,0.0001821126,0.0002594742,0.0007630704,0.0002334052,0.0004939554,0.0002831201,0.0004048763,0.001263464],"category_scores_gemma":[0.003807351,0.0002337591,0.0003536226,0.00115255,0.0002164809,0.000245069,0.0003087069,0.0009352565,0.0001331865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348939,"about_ca_system_score_gemma":0.0003773693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007503993,"about_ca_topic_score_gemma":0.00588251,"domain_scores_codex":[0.9995323,0.0001205888,0.00005170779,0.00009847981,0.0001193567,0.00007751089],"domain_scores_gemma":[0.9980301,0.0004709028,0.001028199,0.0001045871,0.0001021136,0.0002641402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001165861,0.00001930281,0.9954512,0.00001358059,0.00006052,0.000239409,0.00005849622,0.0000419495,0.000182854,0.00005037724,0.0001392659,0.003626506],"study_design_scores_gemma":[0.000003229506,0.00002877516,0.9990674,0.00001288406,0.00002669603,0.0004787505,0.00003847965,0.00008887074,0.00002514011,0.00005588834,0.0001715361,0.000002525511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958786,0.002378688,0.0001340769,0.000308593,0.00003995126,0.000003906323,0.0002685599,0.00001242232,0.0009750924],"genre_scores_gemma":[0.9988226,0.0007105657,0.00006831421,0.00002893428,0.00002627643,0.000002164636,0.0001598984,0.000002637556,0.0001784728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007503993,"threshold_uncertainty_score":0.01492059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521492200266208,"score_gpt":0.2526047428729938,"score_spread":0.2273898208703317,"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."}}