{"id":"W2039907821","doi":"10.1139/h08-018","title":"A walking intervention improves capillary glucose control in women with gestational diabetes mellitus: a pilot study","year":2008,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Gestational diabetes; Medicine; Insulin; Diabetes mellitus; Body mass index; Pregnancy; Internal medicine; Endocrinology; Cohort; Gestation; Obstetrics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002158168,0.0001521051,0.0003548214,0.0002431568,0.00009363343,0.00001095219,0.00004816576,0.00003103676,0.00004137921],"category_scores_gemma":[0.00002109737,0.0001245287,0.00002298894,0.0001833404,0.0001433127,0.00008796053,0.00003126428,0.0001658815,0.000008762537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000391333,"about_ca_system_score_gemma":0.00003235555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002388373,"about_ca_topic_score_gemma":0.00001073087,"domain_scores_codex":[0.9987848,0.00009996863,0.0002385739,0.0003170134,0.0002181607,0.0003415136],"domain_scores_gemma":[0.9994969,0.00009780821,0.00006855631,0.00012005,0.00008771235,0.0001289808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008079571,0.01629767,0.005986281,0.0009695396,0.000916286,0.00007305329,0.002999377,0.00001724777,0.9184243,0.006012903,0.0004898256,0.03973392],"study_design_scores_gemma":[0.01980065,0.0009910549,0.972353,0.00004758044,0.00004845921,0.000004195186,0.001193072,0.00007494266,0.0007877871,0.002320381,0.002250798,0.0001280902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960304,0.002019818,0.00004569349,0.0002314597,0.00002705789,0.001496707,0.0000110854,0.00003303466,0.0001046836],"genre_scores_gemma":[0.9960745,0.0009529623,0.0002752632,0.0007158149,0.00007701346,0.001757754,0.0001015848,0.0000145965,0.0000305194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9663667,"threshold_uncertainty_score":0.5078133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189920122456466,"score_gpt":0.2482147600731077,"score_spread":0.2363155588485431,"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."}}