{"id":"W4404539803","doi":"10.1016/j.jcjd.2024.09.005","title":"A1C Versus Oral Glucose Tolerance Test for Chronic Glycemic Surveillance in Women With Previous Gestational Diabetes","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Gestational diabetes; Glycemic; Diabetes mellitus; Glucose tolerance test; Test (biology); Obstetrics; Internal medicine; Gestation; Endocrinology; Pregnancy; Insulin resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981062,0.0004034463,0.001307839,0.0004264867,0.0003681954,0.0008889015,0.0004646755,0.00132807,0.001995899],"category_scores_gemma":[0.008388351,0.0003027508,0.001478733,0.0005714475,0.0003739806,0.0007505821,0.0004214337,0.001532648,0.0001330612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009711736,"about_ca_system_score_gemma":0.001061806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244646,"about_ca_topic_score_gemma":0.02535729,"domain_scores_codex":[0.9990754,0.0004573456,0.00008818237,0.0001437286,0.0001015159,0.0001339437],"domain_scores_gemma":[0.9959739,0.002835422,0.0003966231,0.00007712099,0.00009497323,0.0006219578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2197749,0.001490787,0.6901387,0.0007261538,0.00274095,0.0003845061,0.000253154,0.0008355206,0.0006545293,0.0003370536,0.001499108,0.08116466],"study_design_scores_gemma":[0.01232063,0.03342808,0.9282154,0.001168482,0.009427067,0.0008790182,0.001407272,0.007721839,0.0006802289,0.0009033436,0.003750733,0.00009778583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785665,0.01635402,0.0001478461,0.001465832,0.0005896542,0.00003125539,0.0002980285,0.000008728415,0.002538],"genre_scores_gemma":[0.9959545,0.002496135,0.0002831541,0.0004578127,0.0002358268,0.000019842,0.0001939953,0.000003824873,0.0003549414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244646,"threshold_uncertainty_score":0.02474803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295243293180979,"score_gpt":0.2624312907055232,"score_spread":0.2494788577737134,"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."}}