{"id":"W3007250680","doi":"10.5334/gh.404","title":"High Burden of Cardiac Disease in Pregnancy at a National Referral Hospital in Western Kenya","year":2020,"lang":"en","type":"article","venue":"Global Heart","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Pregnancy; Disease; Population; Heart disease; Pediatrics; Adverse effect; Referral; Obstetrics; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033619,0.0001509515,0.0005038286,0.00004653118,0.00001314049,0.000006347064,0.00009778864,0.00008419217,0.00005282318],"category_scores_gemma":[0.0002127769,0.0001566193,0.0002772241,0.0003733008,0.00006504921,0.00008485492,0.0001757167,0.0001388219,0.0001020992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056266,"about_ca_system_score_gemma":0.0001675494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002947252,"about_ca_topic_score_gemma":0.00002932316,"domain_scores_codex":[0.9982876,0.00007533054,0.0003364395,0.0003609119,0.000677146,0.0002625561],"domain_scores_gemma":[0.9993399,0.00001763956,0.00003836853,0.0002835549,0.00008804481,0.0002324452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003220611,0.0001346755,0.9942787,0.0002828567,0.00008356557,0.0004084807,0.0006001709,0.000285421,0.00005885902,0.0003407141,0.001921869,0.001282611],"study_design_scores_gemma":[0.002169591,0.0001858918,0.9865401,0.001387294,0.00006832813,0.00002124718,0.00003915883,0.0001093927,0.00009221998,0.0002196256,0.008980935,0.0001862134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814373,0.01240566,0.000003022637,0.003148209,0.0002668687,0.0006402609,0.0001812273,0.00004108515,0.001876364],"genre_scores_gemma":[0.998885,0.0001192576,0.0002754172,0.0001569389,0.000235624,0.00003782961,0.00007291233,0.00001493285,0.0002020671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01744772,"threshold_uncertainty_score":0.6386749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683196964002186,"score_gpt":0.2847212830017557,"score_spread":0.2678893133617338,"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."}}