{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006777236,0.0002055761,0.0004743247,0.0001931001,0.0001106026,0.0002201693,0.000178153,0.0003636249,0.001497807],"category_scores_gemma":[0.002729322,0.0001013535,0.0003444495,0.0002485889,0.0001781238,0.00007718695,0.0002082068,0.0004666309,0.00008800987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246691,"about_ca_system_score_gemma":0.000193781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028609,"about_ca_topic_score_gemma":0.0006799508,"domain_scores_codex":[0.9996031,0.0002125449,0.00003901955,0.00004362779,0.00006349295,0.00003825405],"domain_scores_gemma":[0.9990655,0.0004036169,0.0003326532,0.00004302733,0.00004303796,0.0001122276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08220888,0.01002473,0.5251546,0.003905061,0.003146348,0.0003583324,0.0003451315,0.0005691716,0.01243933,0.0002022082,0.001079844,0.3605664],"study_design_scores_gemma":[0.002173007,0.01131196,0.9825059,0.0002926958,0.001025772,0.0002122016,0.00006873361,0.0002801459,0.0006901076,0.00009725791,0.001335935,0.000006260675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876688,0.0103312,0.0002228141,0.0004142056,0.000071952,0.00005348135,0.00008031343,0.00001134002,0.001145897],"genre_scores_gemma":[0.9945735,0.004163939,0.0005525571,0.0001904175,0.00008029238,0.00004694449,0.000104262,0.000002950015,0.0002851217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001497807,"threshold_uncertainty_score":0.005010664,"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."}}