{"id":"W4294243217","doi":"10.23889/ijpds.v7i3.1927","title":"Birth outcomes among Métis women and infants in Manitoba, Canada: A linked administrative data study using health system and justice system data.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Demography; Socioeconomic status; Cohort; Birth weight; Pregnancy; Confounding; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001193294,0.0006763287,0.0004839533,0.002524026,0.004378523,0.001335721,0.001953972,0.0004755332,0.001230227],"category_scores_gemma":[0.002704,0.0007765008,0.0006589693,0.007559545,0.0007627735,0.0004722925,0.001904206,0.001122579,0.0002526505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02987184,"about_ca_system_score_gemma":0.03710163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937643,"about_ca_topic_score_gemma":0.9962156,"domain_scores_codex":[0.9987876,0.0001312721,0.0001080876,0.0001892773,0.0004274891,0.0003563809],"domain_scores_gemma":[0.9974456,0.0001525324,0.000673838,0.0001562059,0.001042711,0.0005292053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003335655,0.00004970234,0.9953814,0.00004180482,0.0001075536,0.0000715127,0.0009220801,0.00005753045,0.0001197934,0.0001037497,0.001310858,0.001800743],"study_design_scores_gemma":[0.00001451257,0.00002212259,0.996103,0.00006597307,0.00005203131,0.0000535684,0.002143297,0.0003148126,0.00007792314,0.00002911694,0.001112966,0.00001052766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812601,0.000846285,0.0002683005,0.0004161243,0.00001887992,0.0002337358,0.01564313,0.00002049685,0.001292995],"genre_scores_gemma":[0.9875552,0.001162487,0.0008690638,0.0003467707,0.00001653152,0.0002407719,0.008402632,0.00001101767,0.001395552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02987184,"threshold_uncertainty_score":0.2167364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315509389707697,"score_gpt":0.4008555966017896,"score_spread":0.26930465763102,"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."}}