{"id":"W4396954175","doi":"10.1161/circ.149.suppl_1.33","title":"Abstract 33: Population Trends in Gestational Diabetes From 2000-2019: An Emerging Urban Epidemic?","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Population; Environmental health; Pregnancy; Obstetrics; Gestation; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00078921,0.0002744382,0.0002750884,0.001446887,0.0005312223,0.001235199,0.0005863693,0.0004418431,0.003597925],"category_scores_gemma":[0.002318108,0.0001610048,0.00034469,0.004825559,0.0003673884,0.0005418817,0.0007945922,0.0005746295,0.0006551488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004102326,"about_ca_system_score_gemma":0.009373749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6900555,"about_ca_topic_score_gemma":0.6697555,"domain_scores_codex":[0.9996124,0.00004840987,0.00003599362,0.000085962,0.0001265055,0.0000907133],"domain_scores_gemma":[0.9983512,0.0001042387,0.0004886899,0.00007147682,0.0007221093,0.0002623138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006708462,0.00002172049,0.9709378,0.0002381295,0.00007358661,0.00008756571,0.0003976935,0.0002025801,0.0001807142,0.0003779919,0.01317319,0.01424189],"study_design_scores_gemma":[0.000007750059,0.00001653565,0.9929513,0.0001295969,0.00002846627,0.00007796246,0.0004180496,0.0002590464,0.0000375724,0.00008560818,0.005981529,0.000006469676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8298377,0.01334842,0.001134141,0.022121,0.0005022572,0.0001845695,0.1224802,0.000220662,0.01017105],"genre_scores_gemma":[0.944942,0.008275146,0.0009885482,0.00288937,0.0003639719,0.0001720746,0.03934899,0.00003334703,0.002986631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900555,"threshold_uncertainty_score":0.6235396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159789253805342,"score_gpt":0.334111613531335,"score_spread":0.3025137209932816,"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."}}