{"id":"W4409904703","doi":"10.1177/00333549251314304","title":"Pregnancy and Birth Outcomes Among Middle Eastern or North African Infants and Mothers in Quebec, Canada, 2008-2020","year":2025,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Institut National de Santé Publique du Québec","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Pregnancy; Gestational diabetes; Obstetrics; Birth weight; Relative risk; Population; Premature birth; Low birth weight; Pediatrics; Gestational age; Gestation; Confidence interval; Environmental health; Internal medicine","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":[0.0006828536,0.0003490111,0.0003391347,0.0006794643,0.001753057,0.0006981282,0.0008875377,0.0003425476,0.001579664],"category_scores_gemma":[0.00143612,0.0002204556,0.0004169847,0.002079872,0.0003855553,0.0003215898,0.0005900926,0.0005251652,0.0001864007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01539702,"about_ca_system_score_gemma":0.01349723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923099,"about_ca_topic_score_gemma":0.9940671,"domain_scores_codex":[0.9995547,0.0000572582,0.00002939587,0.00008317237,0.0001097143,0.0001656352],"domain_scores_gemma":[0.9986157,0.00007192682,0.0004305969,0.00003776051,0.0005203524,0.0003235832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004777871,0.00002392674,0.9946286,0.00003727548,0.00005602719,0.00008125031,0.0002803888,0.00007456601,0.0001081563,0.00004898201,0.001701321,0.002911605],"study_design_scores_gemma":[0.000008962636,0.00001476749,0.9983764,0.00005045348,0.00002438285,0.00004932244,0.0005235521,0.000189148,0.00003488238,0.000009515407,0.0007137564,0.000004919834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826483,0.002628521,0.0001624666,0.0008522489,0.00002305029,0.00006534665,0.0117154,0.00001940863,0.001885212],"genre_scores_gemma":[0.9948832,0.001029085,0.0002505373,0.0002815526,0.00001069247,0.0000478589,0.002560603,0.000004268315,0.0009323414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539702,"threshold_uncertainty_score":0.1117136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074301372817427,"score_gpt":0.298398003112352,"score_spread":0.2676549893841778,"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."}}