{"id":"W2616393525","doi":"10.1097/01.aoa.0000515725.52060.f0","title":"Hypertensive Disorders of Pregnancy","year":2017,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Pregnancy; Proteinuria; Obstetrics; Maternal morbidity; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00005148809,0.0001830141,0.0004913478,0.0001074757,0.0003191249,0.00002228731,0.0002717285,0.0001040533,0.00002747159],"category_scores_gemma":[0.0007355649,0.0001465302,0.0001601656,0.0001308791,0.0003126981,0.0001462891,0.00005800018,0.000130587,0.00004941971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002039765,"about_ca_system_score_gemma":0.00006032748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006896214,"about_ca_topic_score_gemma":0.000008212135,"domain_scores_codex":[0.9989661,0.00002258321,0.0002390819,0.0002582594,0.0002482185,0.0002657524],"domain_scores_gemma":[0.9983969,0.0001990439,0.0002522169,0.0009384417,0.0001201067,0.00009334023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006908638,0.0002560981,0.9464223,0.0002558278,0.0001308409,0.0004114952,0.000500728,9.590392e-7,0.0001884542,0.001935564,0.0004665778,0.04936204],"study_design_scores_gemma":[0.001271965,0.0002727183,0.9836155,0.0009957971,0.0001668284,0.0002026475,0.0001859418,0.000009649589,0.0009927892,0.0003543762,0.01174263,0.0001891865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520616,0.04371633,0.00003211358,0.0068128,0.0003199335,0.001085983,0.000005933486,0.0001499183,0.1958154],"genre_scores_gemma":[0.9948824,0.002562081,0.0002193843,0.0001339786,0.00004112157,0.00002668766,0.000005246761,0.00002381488,0.002105276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2428208,"threshold_uncertainty_score":0.5975327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429723658776405,"score_gpt":0.258843846338688,"score_spread":0.234546609750924,"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."}}