{"id":"W4389219449","doi":"10.1136/bmjopen-2023-074518","title":"Population-based birth cohort study on diabetes in pregnancy and infant hospitalisations in Cree, other First Nations and non-Indigenous communities in Quebec","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; First Nations of Quebec and Labrador Health and Social Services Commission; Cree Board of Health and Social Services of James Bay; University of Toronto; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Cree Board of Health and Social Services of James Bay","keywords":"Medicine; Gestational diabetes; Pregnancy; Population; Obstetrics; Diabetes mellitus; Cohort study; Incidence (geometry); Cohort; Pediatrics; Gestation; Environmental health; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0007730979,0.0003408579,0.0004301341,0.0009652536,0.001215925,0.0007038353,0.0007890622,0.000448815,0.001898727],"category_scores_gemma":[0.001713236,0.000292279,0.0005272907,0.002601752,0.0002546425,0.0003041133,0.0005767456,0.0006215015,0.0002294468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008930574,"about_ca_system_score_gemma":0.005081401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746524,"about_ca_topic_score_gemma":0.9794769,"domain_scores_codex":[0.9994702,0.0001024336,0.00004250588,0.0001170158,0.0001133664,0.0001545278],"domain_scores_gemma":[0.9984897,0.0001164966,0.0004415372,0.00009580865,0.0005552729,0.0003011605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001237439,0.00005081492,0.9942364,0.00006541637,0.000267562,0.0001086944,0.0003176041,0.00009636725,0.0002251609,0.00006791634,0.002360559,0.002079783],"study_design_scores_gemma":[0.00001169393,0.00001828797,0.9991788,0.00002769828,0.00002761233,0.0000286282,0.0001732575,0.0001046112,0.00001220966,0.000004373036,0.0004088964,0.000003797997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96007,0.001921695,0.0004186284,0.0003691036,0.00002840734,0.0002387626,0.03430742,0.00002570862,0.002620183],"genre_scores_gemma":[0.9893395,0.0007413089,0.0003214441,0.0001774057,0.000008741349,0.0001736623,0.007375039,0.000005143402,0.001857798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02534759,"threshold_uncertainty_score":0.06479621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554017195314023,"score_gpt":0.3640041819819819,"score_spread":0.3184640100288416,"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."}}