{"id":"W4417166293","doi":"10.2337/dc25-2450","title":"Normal-Range Gestational Glucose Challenge Test and Incident Type 2 Diabetes: A Population-Based Cohort Study","year":2025,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gestational diabetes; Cohort study; Test (biology); Type 2 diabetes; Diabetes mellitus; Glucose tolerance test; Pregnancy; Cohort","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325755,0.0008829403,0.0009497232,0.000860334,0.001497023,0.001731452,0.001156161,0.001815556,0.002024103],"category_scores_gemma":[0.002368547,0.00185756,0.00174518,0.001886308,0.0006958761,0.001597882,0.0009980648,0.002497913,0.000529113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007577712,"about_ca_system_score_gemma":0.000969214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02304509,"about_ca_topic_score_gemma":0.02400371,"domain_scores_codex":[0.9987758,0.0002996176,0.0000925999,0.0004476821,0.0001682088,0.0002160304],"domain_scores_gemma":[0.9984545,0.0002198116,0.0003683785,0.0004005466,0.0001750972,0.0003817571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007012673,0.0003088202,0.9970081,0.000009922495,0.0004658879,0.000208216,0.0001176069,0.00004008884,0.0004562174,0.00003277143,0.0001801186,0.0004708668],"study_design_scores_gemma":[0.000111458,0.000315228,0.997978,0.000007715362,0.0002727005,0.0004188635,0.0003831886,0.0002752839,0.00004631703,0.00003881805,0.0001380862,0.0000142858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986818,0.0001704727,0.0001463984,0.0000512097,0.00002185159,0.00001942317,0.0005754195,0.000006863462,0.0003263894],"genre_scores_gemma":[0.9986846,0.0001271223,0.0001680399,0.00006859454,0.00002149551,0.00002568106,0.0005192013,0.000006248221,0.0003789521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02304509,"threshold_uncertainty_score":0.04582191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083307873674673,"score_gpt":0.2827610893285641,"score_spread":0.2719280105918174,"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."}}