{"id":"W4307342072","doi":"10.9778/cmajo.20220025","title":"Maternal and neonatal outcomes in pregnancies with type 2 diabetes in First Nation and other Manitoban people: a population-based study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; First Nations Health and Social Secretariat of Manitoba; Manitoba Health","funders":"Diagnostic Services Manitoba","keywords":"Medicine; Type 2 diabetes; Offspring; Relative risk; Population; Type 1 diabetes; Pregnancy; Diabetes mellitus; Cohort study; Obstetrics; Demography; Retrospective cohort study; Gestational diabetes; Pediatrics; Confidence interval; Internal medicine; Gestation; Endocrinology; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0007224731,0.0004362965,0.0003671539,0.001039839,0.001254798,0.0008029405,0.0008570436,0.0004241095,0.000793877],"category_scores_gemma":[0.001935304,0.0004667996,0.0005445866,0.002511367,0.0004025956,0.0003433175,0.0007666156,0.000693132,0.0001081153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003844225,"about_ca_system_score_gemma":0.003539267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.717057,"about_ca_topic_score_gemma":0.7608427,"domain_scores_codex":[0.9994069,0.00009751101,0.00006483893,0.0001260502,0.0001608033,0.0001438479],"domain_scores_gemma":[0.9988995,0.00009007793,0.0004952587,0.00007463466,0.0002275188,0.0002130398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001554181,0.00001399627,0.9990289,0.00001557045,0.0000455938,0.00007224848,0.0002287644,0.00001538533,0.00004037288,0.0000131494,0.0001249828,0.0003855368],"study_design_scores_gemma":[0.00000468866,0.00001618476,0.9988003,0.00003357694,0.00003225437,0.0001411674,0.000706149,0.00005033574,0.00001851496,0.00000937289,0.0001826061,0.000004709796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964604,0.0008741959,0.00006467551,0.0001249845,0.0000103517,0.00003431803,0.001725852,0.000003948871,0.0007012819],"genre_scores_gemma":[0.9976204,0.0008104499,0.00016073,0.0000998235,0.000008144183,0.00004882503,0.001061694,0.000002333192,0.0001876547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.282943,"threshold_uncertainty_score":0.5692186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710715196908531,"score_gpt":0.2930996102798259,"score_spread":0.2659924583107406,"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."}}