{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289104,0.0001235588,0.0003154556,0.0002509502,0.00006864923,0.00004887725,0.00004019791,0.0000286391,0.00004247972],"category_scores_gemma":[0.0006029116,0.00009551377,0.0000155454,0.0004145765,0.00006227889,0.00013166,0.000080939,0.0001353577,3.929968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659999,"about_ca_system_score_gemma":0.0032857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8208959,"about_ca_topic_score_gemma":0.9875498,"domain_scores_codex":[0.9982616,0.00006167905,0.0004572508,0.0003269423,0.0003756238,0.0005169047],"domain_scores_gemma":[0.9989284,0.00007793742,0.0001388543,0.0002302205,0.00008190521,0.0005426366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001275768,0.00005408459,0.9398363,0.000821581,0.00004063309,0.0004585244,0.0003509518,0.000001665781,1.217683e-7,0.00002360816,0.003397097,0.05500272],"study_design_scores_gemma":[0.0004997105,0.00004871649,0.957739,0.0002927452,0.000003970789,0.000007888972,0.0004253445,0.0001311201,3.049468e-7,0.00002025933,0.04076297,0.00006796634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669498,0.001376869,0.0000175265,0.02860911,0.00008711215,0.0009442536,0.0000106146,0.00002292929,0.001981846],"genre_scores_gemma":[0.96759,0.000433341,0.00008763271,0.002486332,0.000009524945,0.0001027274,0.0000332799,0.00001081489,0.02924632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666539,"threshold_uncertainty_score":0.5828691,"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."}}