{"id":"W4294243074","doi":"10.23889/ijpds.v7i3.1948","title":"Supporting health and well-being among infants born to First Nations parents experiencing incarceration: a partnership-based whole-population administrative data study.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; First Nations Health and Social Secretariat of Manitoba; Manitoba Health","funders":"","keywords":"Propensity score matching; Confounding; Medicine; Socioeconomic status; Demography; Population; Cohort study; Low birth weight; Birth weight; Pregnancy; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007184341,0.0001542822,0.0001844558,0.0007419394,0.02655097,0.001007489,0.002060625,0.00003485194,0.00007834711],"category_scores_gemma":[0.0008375478,0.0001578353,0.00002745879,0.0009680313,0.0001731954,0.004324202,0.0001379461,0.0002399923,0.000002660159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108577,"about_ca_system_score_gemma":0.008643889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04510518,"about_ca_topic_score_gemma":0.5808472,"domain_scores_codex":[0.9953418,0.0003850823,0.0008925018,0.0007582437,0.002074033,0.0005483013],"domain_scores_gemma":[0.9972547,0.0003798569,0.0006727178,0.0005796064,0.0006146178,0.000498533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009742023,0.0003797929,0.6085369,0.00001734487,0.00003083637,0.000007486686,0.3718575,0.002433606,0.000002095615,0.01462091,0.0006339691,0.00138214],"study_design_scores_gemma":[0.001676343,0.0007420549,0.3790928,0.0002104245,0.00003983963,0.00005045347,0.1954411,0.05701132,0.000009556141,0.001290285,0.3636777,0.0007580977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887253,0.00002807317,0.002549029,0.003127549,0.002389445,0.001721823,0.0003338942,0.00005042129,0.001074437],"genre_scores_gemma":[0.9939494,0.00004183086,0.001795819,0.000265022,0.0007069122,0.00003654226,0.002901386,0.00001420276,0.0002889313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.535742,"threshold_uncertainty_score":0.9969762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09566913156471003,"score_gpt":0.4704311251654205,"score_spread":0.3747619936007104,"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."}}