{"id":"W2270332659","doi":"10.1007/s12020-015-0828-y","title":"Sedentary behavior, gestational diabetes mellitus, and type 2 diabetes risk: where do we stand?","year":2016,"lang":"en","type":"review","venue":"Endocrine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Women and Children’s Health Research Institute; University of Alberta; Athabasca University","funders":"","keywords":"Gestational diabetes; Diabetes mellitus; Medicine; Type 2 diabetes; Sedentary lifestyle; Context (archaeology); Physical activity; Type 2 Diabetes Mellitus; Sedentary behavior; Pregnancy; Obstetrics; Physical therapy; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002606073,0.0005064076,0.00122336,0.0003887658,0.0001229452,0.00008396543,0.0001958371,0.0001019691,0.002006951],"category_scores_gemma":[0.0002276234,0.0003519671,0.0002571784,0.0002857078,0.0001643441,0.0001419478,0.0002447629,0.000478328,0.0004085775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868613,"about_ca_system_score_gemma":0.0002950402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009856642,"about_ca_topic_score_gemma":0.000005224751,"domain_scores_codex":[0.997095,0.0002013122,0.0005611177,0.0006340845,0.0007592196,0.0007492951],"domain_scores_gemma":[0.9980481,0.0006179268,0.0002428994,0.0004455593,0.0002216132,0.0004239584],"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":[0.00001093699,0.0001373375,0.004118735,0.0205226,0.0005250566,0.00009384998,0.00001149531,8.30812e-8,0.000004203573,0.0002614021,0.0154112,0.9589031],"study_design_scores_gemma":[0.0008390389,0.0003522197,0.002672078,0.01413105,0.001213989,0.000009419827,0.00001430519,0.000002232181,0.000008026812,0.0002685289,0.9801459,0.0003432691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009710495,0.9952726,0.00000426093,0.0005257055,0.0002538972,0.001496599,0.0008661087,0.00007474876,0.0005349922],"genre_scores_gemma":[0.0000608522,0.9912918,0.0005429246,0.00003393536,0.0003536945,0.0004349191,0.0006369773,0.00009131098,0.006553653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9647346,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683225657002033,"score_gpt":0.3411535191925521,"score_spread":0.3143212626225318,"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."}}