{"id":"W1608573206","doi":"10.1159/000357340","title":"Physical Activity and Gestational Diabetes Mellitus","year":2014,"lang":"en","type":"review","venue":"Medicine and sport science/Medicine and sport","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Western University; Cégep de Chicoutimi; Université de Sherbrooke","funders":"","keywords":"Dieticians; Gestational diabetes; Medicine; Diabetes mellitus; Type 2 diabetes; Public health; Physical therapy; Gerontology; Pregnancy; Family medicine; Nursing; Endocrinology; Gestation","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002114249,0.0006152386,0.00287201,0.001045261,0.0003563783,0.0000387587,0.0002135737,0.0001539556,0.00011267],"category_scores_gemma":[0.000335483,0.0003720802,0.0001176163,0.0009237388,0.00425637,0.000233697,0.0002096665,0.0006152099,0.000009482249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007663938,"about_ca_system_score_gemma":0.0005228525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697225,"about_ca_topic_score_gemma":0.000006827376,"domain_scores_codex":[0.9956195,0.00002279321,0.0006371822,0.00115404,0.00177262,0.0007939011],"domain_scores_gemma":[0.9975614,0.0002386511,0.0003365093,0.0004399394,0.0002812104,0.001142301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000267736,0.0001425674,0.007986231,0.01434854,0.0001311276,0.0001470462,0.0003680755,9.230887e-8,0.00001411041,0.003715557,0.003726693,0.9693932],"study_design_scores_gemma":[0.001274117,0.001380009,0.05217657,0.008865035,0.001293953,0.0001125791,0.0002317443,0.0002291051,0.000001639378,0.0003677304,0.9336859,0.0003816506],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1123999,0.878077,0.00001843724,0.003212095,0.0002106692,0.001293382,0.00001349745,0.00005414582,0.004720884],"genre_scores_gemma":[0.02555455,0.9701157,0.00008979421,0.0008164783,0.001171519,0.00009084105,0.0002763257,0.00003718847,0.00184763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9690115,"threshold_uncertainty_score":0.9998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847997708818211,"score_gpt":0.3778884818073658,"score_spread":0.3294085047191837,"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."}}