{"id":"W3146012607","doi":"10.1155/2021/8830048","title":"Risk of Dysglycemia in Pregnancy amongst Kenyan Women with HIV Infection: A Nested Case-Control Analysis from the STRiDE Study","year":2021,"lang":"en","type":"article","venue":"Journal of Diabetes Research","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Medical Research Council; United States Agency for International Development","keywords":"Medicine; Gestational diabetes; Obstetrics; Body mass index; Pregnancy; Population; Cohort; Cohort study; Incidence (geometry); Nested case-control study; Demography; Gestation; Environmental health; Internal medicine","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":[0.003122974,0.0001450617,0.0006612625,0.0009550817,0.0001328647,0.00009238903,0.0002137389,0.00005589234,0.0003531503],"category_scores_gemma":[0.002603363,0.00008919557,0.0001606431,0.003576504,0.0001629242,0.0001871217,0.0001199066,0.001099779,0.000005508127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131466,"about_ca_system_score_gemma":0.0005458537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000557137,"about_ca_topic_score_gemma":0.001653971,"domain_scores_codex":[0.9950631,0.001564705,0.0006800584,0.0002569475,0.001829039,0.0006061631],"domain_scores_gemma":[0.9945053,0.002324646,0.000310653,0.0004764532,0.002083859,0.0002990562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005243112,0.001194861,0.9819568,0.00008374408,0.005259439,0.002548681,0.001233628,0.001252851,0.0004840354,0.000004610066,0.000229362,0.005227631],"study_design_scores_gemma":[0.006095931,0.002566801,0.9828612,0.0003198149,0.0007972683,0.00001592468,0.005690293,0.000984282,0.0003984716,0.0001192986,0.00007400969,0.00007666902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972549,0.0008684627,0.0000751956,0.000787079,0.0000234394,0.0007651701,0.0000665096,0.000004778073,0.0001544412],"genre_scores_gemma":[0.9990805,0.0002620135,0.0001729845,0.00003207486,0.00009072267,0.00008951819,0.00001202868,0.00001701026,0.0002431011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00557162,"threshold_uncertainty_score":0.4778053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222714934292182,"score_gpt":0.3244145271930235,"score_spread":0.3021873778501017,"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."}}