{"id":"W2099124133","doi":"10.1002/oby.20722","title":"Prepregnancy body mass index and weight change on postpartum diabetes risk among gestational diabetes women","year":2014,"lang":"en","type":"article","venue":"Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Chinese Diabetes Society; European Foundation for the Study of Diabetes; Eli Lilly and Company","keywords":"Prediabetes; Medicine; Gestational diabetes; Body mass index; Obstetrics; Pregnancy; Weight gain; Type 2 diabetes; Diabetes mellitus; Hazard ratio; Weight change; Proportional hazards model; Obesity; Weight loss; Internal medicine; Gestation; Endocrinology; Body weight; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000507562,0.0002080925,0.00016573,0.0003396499,0.0001300566,0.0003410061,0.0002284472,0.0002786979,0.00089297],"category_scores_gemma":[0.002404552,0.0001729948,0.0004737556,0.0005797371,0.000105513,0.0002165218,0.0001944982,0.0003882474,0.0001235962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673884,"about_ca_system_score_gemma":0.0002145935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004669245,"about_ca_topic_score_gemma":0.003556378,"domain_scores_codex":[0.9997796,0.00006046114,0.0000188379,0.00004800564,0.00004661767,0.0000465236],"domain_scores_gemma":[0.9990932,0.0002362181,0.0004344633,0.00006538292,0.00005114551,0.0001196985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003075952,0.00002194112,0.9980319,0.00000554877,0.00004681389,0.00004553557,0.00001610952,0.00002083842,0.0001534823,0.000005072064,0.00002940413,0.001315846],"study_design_scores_gemma":[0.000004179211,0.00006277189,0.9996961,0.000002442981,0.00002385207,0.00006172231,0.00001512485,0.00006904467,0.00002617211,0.000004105051,0.00003362767,7.853718e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989285,0.000554197,0.00003889176,0.00004769719,0.000007316087,0.000002505478,0.000217499,0.000002728636,0.0002007422],"genre_scores_gemma":[0.9993574,0.0002504294,0.00007199968,0.00001957437,0.000007381243,0.000003606103,0.0001673851,0.000001670531,0.0001205896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004669245,"threshold_uncertainty_score":0.009284139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008852620803786211,"score_gpt":0.2328342583427154,"score_spread":0.2239816375389292,"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."}}