{"id":"W2024589891","doi":"10.1016/j.diabres.2012.01.030","title":"Missed follow-up opportunities using a two-step screening approach for gestational diabetes","year":2012,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; St. Michael's Hospital; McMaster University","funders":"","keywords":"Medicine; Gestational diabetes; Audit; Diabetes mellitus; Test (biology); Obstetrics; Glucose tolerance test; Protocol (science); Pregnancy; Internal medicine; Gestation; Endocrinology; Insulin resistance; Alternative 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01028915,0.0002290943,0.0004758427,0.000346725,0.0005106903,0.0002455606,0.000192073,0.0001441482,0.00008351252],"category_scores_gemma":[0.02072697,0.0002032518,0.0001929306,0.0003672017,0.0005805918,0.001062452,0.0002604913,0.0008293285,0.00001768868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007615203,"about_ca_system_score_gemma":0.0002988615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003327068,"about_ca_topic_score_gemma":0.000001101263,"domain_scores_codex":[0.9949941,0.0008091258,0.0006764858,0.0005170386,0.001433957,0.001569317],"domain_scores_gemma":[0.9836863,0.01298257,0.0001719715,0.0003462658,0.001561864,0.001250972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004491158,0.008702923,0.5208647,0.003856577,0.004631354,0.00004193583,0.0005427964,0.00006016811,0.004155599,0.03441733,0.05824494,0.3599905],"study_design_scores_gemma":[0.02423813,0.007594016,0.1428581,0.0006129832,0.001346841,0.00001923133,0.01518446,0.2188281,0.0008870868,0.002810502,0.5842609,0.001359602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635653,0.003569353,0.009075765,0.007993315,0.0002670885,0.002832912,0.0001300365,0.00009061517,0.01247561],"genre_scores_gemma":[0.8010295,0.0006219975,0.1895199,0.003277553,0.001118163,0.0004537587,0.0007526362,0.00008081492,0.003145603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.526016,"threshold_uncertainty_score":0.9875219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4524622381147915,"score_gpt":0.5127714244112239,"score_spread":0.06030918629643245,"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."}}