{"id":"W4416685801","doi":"10.1016/j.jcjd.2025.10.119","title":"A Missed Opportunity? Diabetes Screening and Prediabetes in the 1 Year Following a Gestational Diabetes Pregnancy in British Columbia, Canada","year":2025,"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":"","funders":"","keywords":"Prediabetes; Gestational diabetes; Diabetes mellitus; Pregnancy; Diabetes in pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006404583,0.0003737881,0.0007583979,0.001508564,0.004721353,0.001915417,0.002369097,0.001680325,0.003321908],"category_scores_gemma":[0.003933219,0.0007786623,0.0007638733,0.004873297,0.0008253874,0.0007821725,0.001547714,0.003566409,0.0003448504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02876288,"about_ca_system_score_gemma":0.05061139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969859,"about_ca_topic_score_gemma":0.9982827,"domain_scores_codex":[0.9983363,0.0001285635,0.0001293528,0.0001582001,0.0003495395,0.0008981499],"domain_scores_gemma":[0.9963289,0.0002772369,0.0006194963,0.00006230955,0.001087031,0.001625032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050105,0.0001429786,0.9858776,0.00008370489,0.00004063941,0.0008382819,0.00169502,0.0001243004,0.00007980545,0.0001990022,0.004076059,0.006737532],"study_design_scores_gemma":[0.00001272976,0.0000376429,0.9880861,0.0003419198,0.0000465884,0.0003372547,0.009363534,0.0003977983,0.00003274641,0.00008092349,0.001224083,0.00003870507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773386,0.004495343,0.0001046325,0.006500617,0.0001576772,0.00007332796,0.004747313,0.00001877678,0.006563752],"genre_scores_gemma":[0.9924648,0.003460126,0.0001661045,0.0008189075,0.00003719946,0.00002946084,0.001005245,0.00001059821,0.002007645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02876288,"threshold_uncertainty_score":0.2086902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518238087658311,"score_gpt":0.234472984958832,"score_spread":0.2192906040822489,"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."}}