{"id":"W2093628330","doi":"10.1111/j.1479-828x.2009.01056.x","title":"Postnatal testing for diabetes in Australian women following gestational diabetes mellitus","year":2009,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Obstetrics and Gynaecology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Pregnancy; Obstetrics; Obstetrics and gynaecology; Odds ratio; Logistic regression; Gestation; Family medicine; Internal medicine; Endocrinology","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":[0.000454651,0.0001401427,0.0003790749,0.000485556,0.0000608924,0.00005738366,0.00006903458,0.00009405119,0.00004850911],"category_scores_gemma":[0.001885251,0.0001183136,0.00006748023,0.0003025657,0.00004308684,0.000158996,0.00001780171,0.0002221916,8.589177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150484,"about_ca_system_score_gemma":0.0001363553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000052228,"about_ca_topic_score_gemma":0.000001580022,"domain_scores_codex":[0.9986269,0.00003298444,0.0004239107,0.0001703954,0.0002193273,0.0005264491],"domain_scores_gemma":[0.9979339,0.001273226,0.000155959,0.00005801727,0.000140579,0.0004382745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000409239,0.0002144931,0.8257978,0.0001275843,0.0001560365,0.0003392354,0.0003026224,0.00003198719,0.0009449436,0.0002306002,0.003058889,0.1687549],"study_design_scores_gemma":[0.004455826,0.003826964,0.9816464,0.00003709231,0.00005367692,0.00001458692,0.0001884238,0.0000879515,0.0001471896,0.00307267,0.006351804,0.0001173678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99374,0.0005993667,0.000003490788,0.00499132,0.0003094881,0.0002483098,0.00001272092,0.000005060779,0.00009023261],"genre_scores_gemma":[0.9947437,0.0001365163,0.002426698,0.0004237314,0.00006086673,0.000005576958,0.0000198217,0.000008653693,0.002174406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1686375,"threshold_uncertainty_score":0.4824689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454018692268727,"score_gpt":0.298185263078277,"score_spread":0.2636450761555897,"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."}}