{"id":"W2527109170","doi":"10.1016/j.jcjd.2016.08.194","title":"Inaccuracies in Diagnosing Diabetes Complicating Pregnancy and High Frequency of Pre-Existing Type 2 Diabetes in a Large Canadian Indigenous Community","year":2016,"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":"","funders":"","keywords":"Medicine; Diabetes in pregnancy; Diabetes mellitus; Indigenous; Pregnancy; Incidence (geometry); Type 2 diabetes; Intensive care medicine; Endocrinology; Gestational diabetes; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003319505,0.0005939656,0.0005758354,0.00251706,0.006556281,0.00227365,0.00373506,0.001261489,0.001461854],"category_scores_gemma":[0.01879539,0.0007792878,0.0005282817,0.003858273,0.002408888,0.0006577862,0.001526045,0.001441942,0.0001792382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02269877,"about_ca_system_score_gemma":0.02614633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874308,"about_ca_topic_score_gemma":0.9888065,"domain_scores_codex":[0.9952382,0.0007107749,0.0003780361,0.0005274835,0.002058959,0.001086624],"domain_scores_gemma":[0.9910199,0.002243382,0.00166269,0.0004593507,0.003567848,0.001046904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179411,0.00012654,0.9683046,0.0001138907,0.00007639055,0.001087383,0.01991922,0.0002534173,0.0003187736,0.0001793201,0.0008762301,0.00862628],"study_design_scores_gemma":[0.00001280605,0.00006328187,0.9688654,0.0001355738,0.00009527161,0.0008944709,0.02761399,0.001018161,0.0001703926,0.0001282654,0.0009462775,0.00005611374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971118,0.0002783269,0.0001110904,0.0004112585,0.00001657988,0.00004766265,0.0002290957,0.00000801851,0.001786218],"genre_scores_gemma":[0.9986802,0.0002666999,0.0004042425,0.0001551601,0.00001336312,0.00001480787,0.0001106174,0.000006868551,0.0003479784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02269877,"threshold_uncertainty_score":0.1646919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023471014704882,"score_gpt":0.2850511062729374,"score_spread":0.2548163961258886,"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."}}