{"id":"W2035934005","doi":"10.7326/0003-4819-159-2-201307160-00657","title":"Screening Tests for Gestational Diabetes: A Systematic Review for the U.S. Preventive Services Task Force","year":2013,"lang":"en","type":"review","venue":"Annals of Internal Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"U.S. Public Health Service","keywords":"Medicine; Gestational diabetes; Glycated hemoglobin; Diabetes mellitus; Gold standard (test); Internal medicine; Reference range; Obstetrics; Pregnancy; Type 2 diabetes; Gestation; Endocrinology","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":[0.001991176,0.0004392531,0.002977566,0.000288403,0.0000810379,0.00002270301,0.000600365,0.00009928192,0.0001184985],"category_scores_gemma":[0.004376385,0.000223184,0.0008842015,0.0002570851,0.0001550481,0.0001123091,0.0001123986,0.0002494355,0.00001845627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003627627,"about_ca_system_score_gemma":0.000141465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003611947,"about_ca_topic_score_gemma":0.000004360848,"domain_scores_codex":[0.9964805,0.0001605301,0.001615154,0.0003937218,0.0008638563,0.0004862368],"domain_scores_gemma":[0.9901947,0.006224059,0.001348846,0.0004892403,0.001528935,0.0002142552],"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":[0.00002243144,0.00005080645,0.000003004032,0.8576385,0.002383095,0.000001694899,0.0000404775,4.244644e-7,0.000001397541,0.0002754565,0.02920583,0.1103768],"study_design_scores_gemma":[0.000470145,0.0009607945,0.00001602857,0.7048966,0.00482342,0.000007354038,0.00007074041,0.0002301972,0.000002845927,0.0002875441,0.2881021,0.0001321695],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001935979,0.9754433,0.003364576,0.003256834,0.0001289398,0.01731696,0.0002988947,0.00001797066,0.0001706045],"genre_scores_gemma":[0.00001206367,0.9785929,0.0008839589,0.004702765,0.0003529366,0.009692902,0.0008436004,0.00006254315,0.004856337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2588963,"threshold_uncertainty_score":0.9101178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160450547960898,"score_gpt":0.4414185004276359,"score_spread":0.325373445631546,"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."}}