{"id":"W4382995685","doi":"10.4103/aihb.aihb_65_23","title":"Gestational Diabetes Mellitus Prevalence and Progression to Type 2 Diabetes Mellitus: A Matter of Global Concern","year":2023,"lang":"en","type":"article","venue":"Advances in Human Biology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Diabetes mellitus; Medicine; Type 2 Diabetes Mellitus; Internal medicine; Pediatrics; Endocrinology; Gestation; Pregnancy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.000766388,0.0002674902,0.0005253953,0.001158993,0.0004362641,0.001209716,0.0003534869,0.0007129945,0.009525598],"category_scores_gemma":[0.004128301,0.0001680127,0.0005805243,0.003124195,0.000330728,0.0008484712,0.0007318123,0.001658277,0.001275084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154963,"about_ca_system_score_gemma":0.0008317683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095327,"about_ca_topic_score_gemma":0.005992758,"domain_scores_codex":[0.9990327,0.0002083736,0.0001303773,0.0002392948,0.0002634684,0.0001257592],"domain_scores_gemma":[0.9985086,0.0003112776,0.0006656104,0.0000651263,0.0002443316,0.0002049526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006034541,0.0001121707,0.4946614,0.00428224,0.0005173025,0.00130018,0.001353382,0.0003552006,0.0010061,0.007048393,0.1051898,0.3835703],"study_design_scores_gemma":[0.00003988459,0.0002157732,0.7821904,0.008031983,0.0006318632,0.007224763,0.002480103,0.0005520516,0.000428326,0.005146472,0.1929701,0.00008816536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2544782,0.6164048,0.003106713,0.05809173,0.005175944,0.000138143,0.02167849,0.0003576444,0.04056835],"genre_scores_gemma":[0.6604518,0.31381,0.002611448,0.006505382,0.003055511,0.0001348113,0.008372932,0.0001265002,0.004931625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01095327,"threshold_uncertainty_score":0.03186631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235759298827804,"score_gpt":0.3746262681653544,"score_spread":0.3522686751770764,"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."}}