{"id":"W2047047241","doi":"10.1016/s1499-2671(08)24186-9","title":"Gestational Diabetes Mellitus (GDM) screening: assessment of CDA and ADA recommendations.","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Gestational diabetes; Polycystic ovary; Acanthosis nigricans; hirsutism; Obstetrics; Diabetes mellitus; Pregnancy; Gestation; Population; Gynecology; Pediatrics; Insulin resistance; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00538809,0.00030996,0.0003902149,0.00313821,0.0005764046,0.0005801995,0.0008821473,0.0009959703,0.003200561],"category_scores_gemma":[0.01720816,0.0002250566,0.000519512,0.002486635,0.0001906904,0.0004398916,0.0005057395,0.001108506,0.0006994418],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232292,"about_ca_system_score_gemma":0.007026682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1055481,"about_ca_topic_score_gemma":0.1348932,"domain_scores_codex":[0.9975681,0.0008859155,0.0005302883,0.000104558,0.0007842694,0.0001268955],"domain_scores_gemma":[0.9937476,0.00113251,0.0009075737,0.00008962156,0.00328994,0.0008327388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007464722,0.0003932893,0.3784744,0.00186448,0.0002188382,0.0003597998,0.0005861156,0.0005512866,0.0006336303,0.001192284,0.2829801,0.3319993],"study_design_scores_gemma":[0.0004364045,0.0004106516,0.805513,0.006901059,0.0006997907,0.001636399,0.002187216,0.001857534,0.0009622324,0.001929494,0.1773838,0.00008232863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.308342,0.1587286,0.008180478,0.2900753,0.006065333,0.002884279,0.07095478,0.0006582363,0.154111],"genre_scores_gemma":[0.7724493,0.07600415,0.07567136,0.0333166,0.001428799,0.00206622,0.02739434,0.0001168349,0.01155239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9977677,"threshold_uncertainty_score":0.2098675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315557776581372,"score_gpt":0.2958259735720689,"score_spread":0.2626703958062552,"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."}}