{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004581979,0.0001753721,0.0002472344,0.0001655662,0.0001492606,0.00004627448,0.00009251485,0.0000679635,0.0002194803],"category_scores_gemma":[0.0003732458,0.0001526014,0.00004658019,0.0001311593,0.000123507,0.0001832899,0.00008813667,0.0002170979,0.00009332583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008916084,"about_ca_system_score_gemma":0.00002335047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000239127,"about_ca_topic_score_gemma":0.000007594666,"domain_scores_codex":[0.9982743,0.0001334456,0.0001651232,0.000380127,0.000505863,0.0005411588],"domain_scores_gemma":[0.9989161,0.000258534,0.0000862165,0.0002772792,0.0001150033,0.0003468832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003229285,0.0001857287,0.9931149,0.0002702469,0.0000869123,0.000003713058,0.000127938,0.000004489837,0.0002228141,0.0006856047,0.0005790048,0.004686313],"study_design_scores_gemma":[0.0009582301,0.0005403903,0.9886281,0.000181073,0.00003126291,1.096192e-7,0.00002597752,0.003393104,0.0006430701,0.003492255,0.001954126,0.0001522259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954311,0.0001279415,0.00004254729,0.0006941176,0.00007038781,0.0006138061,0.00004785449,0.00006171798,0.00291051],"genre_scores_gemma":[0.9972869,0.0001954286,0.0001875612,0.0005384059,0.0001705845,0.0003235519,0.0001127974,0.00002066029,0.001164122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004534087,"threshold_uncertainty_score":0.6222904,"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."}}