{"id":"W2042885334","doi":"10.1016/j.diabres.2011.10.023","title":"A physician reminder to improve postpartum diabetes screening in women with gestational diabetes mellitus","year":2011,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Western University; University of Toronto; McMaster University; Women's College Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational diabetes; Obstetrics; Checklist; Diabetes mellitus; Pregnancy; Odds ratio; Postpartum period; Gynecology; 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":[0.001792672,0.0004656452,0.0009282624,0.0009231555,0.001333477,0.0006679205,0.0009117724,0.002501895,0.01224395],"category_scores_gemma":[0.019363,0.0003750871,0.000534256,0.0005259364,0.0001620302,0.000940347,0.0006201116,0.001781545,0.001145451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00077138,"about_ca_system_score_gemma":0.00177682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004364425,"about_ca_topic_score_gemma":0.005120971,"domain_scores_codex":[0.9989125,0.0005209316,0.0001439312,0.00009491928,0.0002020255,0.0001256765],"domain_scores_gemma":[0.9937606,0.003420149,0.0009111604,0.0001917223,0.0004605952,0.001255809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00781162,0.02689079,0.1005571,0.001757208,0.0003465002,0.00368499,0.003011986,0.0008726497,0.003063686,0.0004046052,0.1006535,0.7509455],"study_design_scores_gemma":[0.01488243,0.03246475,0.8397544,0.005960909,0.00303896,0.006176089,0.00822993,0.01131655,0.005468681,0.00247152,0.0699422,0.0002935086],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514605,0.01150222,0.003588261,0.09063965,0.00728934,0.001846056,0.0007672054,0.001555686,0.03135102],"genre_scores_gemma":[0.9457109,0.006306362,0.01589707,0.0223454,0.003126422,0.001137326,0.0003388268,0.00007574507,0.005061885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224395,"threshold_uncertainty_score":0.04096013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08289174177576084,"score_gpt":0.4095869115120162,"score_spread":0.3266951697362553,"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."}}