{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009595668,0.00006337318,0.0001254523,0.00005612476,0.00002261387,0.000009341029,0.00003123709,0.00001972144,0.00003862205],"category_scores_gemma":[0.00009942942,0.00005652803,0.00003411853,0.00007531343,0.00005109332,0.000183773,0.00003646252,0.00007038283,0.00002302887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001988266,"about_ca_system_score_gemma":0.00002746723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001035972,"about_ca_topic_score_gemma":0.000001983465,"domain_scores_codex":[0.9993491,0.00002959248,0.00005037215,0.0001363341,0.0002825532,0.0001520537],"domain_scores_gemma":[0.9995694,0.0001089679,0.00002501324,0.00009882099,0.00009524805,0.0001025413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000383612,0.001032155,0.9497969,0.00052093,0.0000681613,0.00002531147,0.0004011456,0.0000011489,0.015739,0.0008730522,0.0008642615,0.0302943],"study_design_scores_gemma":[0.0002312033,0.0004442183,0.9958025,0.000155694,0.00003323617,3.437254e-7,0.00001248072,0.0003380004,0.002519643,0.0003135417,0.00009933697,0.00004986601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973139,0.0002452157,0.000009089772,0.001969428,0.00001152144,0.000223415,0.00001197694,0.00001218092,0.0002032586],"genre_scores_gemma":[0.998876,0.0001652443,0.0002775635,0.0003669692,0.00008040052,0.00002022953,0.000008346514,0.000003646936,0.0002015829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04600551,"threshold_uncertainty_score":0.2305146,"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."}}