{"id":"W2091297617","doi":"10.1249/mss.0000000000000547","title":"Exercise Is Associated with a Reduction in Gestational Diabetes Mellitus","year":2014,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Gestational diabetes; Odds ratio; Confidence interval; Randomized controlled trial; Diabetes mellitus; Pregnancy; Obstetrics; Internal medicine; Physical therapy; Gestation; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002659103,0.0002046997,0.0004866009,0.001141326,0.0001106477,0.00002731548,0.0002186291,0.00005364751,0.0004279382],"category_scores_gemma":[0.0006703415,0.0001531135,0.00003150626,0.002381599,0.0009558386,0.000384262,0.00005387509,0.000269244,0.00001807463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964975,"about_ca_system_score_gemma":0.0003154106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950195,"about_ca_topic_score_gemma":0.00004180279,"domain_scores_codex":[0.9961092,0.0000341455,0.0004651365,0.0006059562,0.002056207,0.0007292961],"domain_scores_gemma":[0.9987236,0.00008948841,0.000136912,0.0003385236,0.000366334,0.0003451281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001742509,0.0004990801,0.8297207,0.0001507333,0.000001758721,0.0001274361,0.002343395,0.0002790042,0.0006846947,0.00008992761,0.001935083,0.1639939],"study_design_scores_gemma":[0.001921962,0.0003376007,0.988953,0.00282962,0.0000429879,0.000003974565,0.0007340833,0.003075425,0.0001436613,0.001200535,0.0005921764,0.0001649496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929871,0.0001534494,0.0000260139,0.003102782,0.000157587,0.0008474471,0.000002336466,0.00004152417,0.002681775],"genre_scores_gemma":[0.9970303,0.0005410931,0.0004975847,0.0003454408,0.00005718885,0.0001612747,0.00006684384,0.00001735935,0.001282881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638289,"threshold_uncertainty_score":0.6243788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335304810373712,"score_gpt":0.2785860411784148,"score_spread":0.2652329930746777,"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."}}