{"id":"W2037842420","doi":"10.1038/oby.2009.329","title":"Gestational Diabetes and Postpartum Physical Activity: Evidence of Lifestyle Change 1 Year After Delivery","year":2009,"lang":"en","type":"article","venue":"Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Mount Sinai Hospital","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; University of Toronto","keywords":"Gestational diabetes; Medicine; Pregnancy; Prediabetes; Diabetes mellitus; Obstetrics; Physical activity; Postpartum period; Observational study; Cohort study; Prospective cohort study; Type 2 diabetes; Physical therapy; Gestation; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009990728,0.0002072765,0.0003254126,0.0007447355,0.0003392162,0.0005591982,0.000522366,0.0007162798,0.001168718],"category_scores_gemma":[0.008556304,0.0002418516,0.0007829723,0.001265631,0.0002757643,0.0003717315,0.0005126411,0.0007542325,0.0001508125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003410443,"about_ca_system_score_gemma":0.0005379284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199997,"about_ca_topic_score_gemma":0.01041378,"domain_scores_codex":[0.9993145,0.0002207605,0.00007931143,0.0001221464,0.0001503334,0.000112899],"domain_scores_gemma":[0.994981,0.001204468,0.002642342,0.0003561167,0.0003167559,0.000499377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002570034,0.00005584292,0.9948853,0.00003314572,0.0001042501,0.0001001315,0.0001102095,0.00001554509,0.00008226417,0.00001299709,0.00005964061,0.004283627],"study_design_scores_gemma":[0.000002948703,0.00006807076,0.9996256,0.00001126525,0.00003160514,0.00007424144,0.00005780308,0.00001862045,0.00001152415,0.000005623582,0.00009123044,0.000001440453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946271,0.00338948,0.00007686371,0.0003215444,0.00003495266,0.000009132759,0.0003752598,0.000004369014,0.001161423],"genre_scores_gemma":[0.9977505,0.001517906,0.00007853226,0.00006690024,0.00002541514,0.00001038144,0.0002702634,0.000001546395,0.0002784818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199997,"threshold_uncertainty_score":0.02386022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300106423776758,"score_gpt":0.3020165482174499,"score_spread":0.2720059058397741,"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."}}