{"id":"W4294243330","doi":"10.23889/ijpds.v7i3.1944","title":"Experiences of Red River Métis Accessing COVID Vaccines: A partnership-based, whole-population linked administrative data study.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Socioeconomic status; Pandemic; Population; Demography; Environmental health; Confounding; Metis; Cohort; Coronavirus disease 2019 (COVID-19); Disease","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":[0.005971929,0.0001850588,0.0003064881,0.0006855872,0.005451778,0.0001649709,0.004884619,0.00007023751,0.0007432261],"category_scores_gemma":[0.003301073,0.000181494,0.00005551956,0.0008770659,0.0001894707,0.004202055,0.002202875,0.0006361781,0.000006298646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005902089,"about_ca_system_score_gemma":0.001621771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382183,"about_ca_topic_score_gemma":0.0009924666,"domain_scores_codex":[0.9945121,0.0006486736,0.001504122,0.0007785215,0.002065127,0.0004914089],"domain_scores_gemma":[0.9951922,0.0007012892,0.001763679,0.001144699,0.0009418175,0.000256343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001352653,0.001017387,0.9149579,0.000101062,0.0001096258,0.0000230207,0.05498696,0.00698469,0.0001272194,0.004300608,0.01222741,0.003811443],"study_design_scores_gemma":[0.004768553,0.0008020947,0.5862293,0.0002360809,0.000119137,0.00003274585,0.1640919,0.2012706,0.000007631662,0.00340358,0.03849893,0.000539503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803366,0.00005510914,0.004127244,0.004116155,0.006441926,0.001749066,0.002986518,0.00006378656,0.0001235974],"genre_scores_gemma":[0.9888982,0.000006259239,0.003960363,0.0005176453,0.0005494282,0.0001689798,0.00577573,0.00001635616,0.0001070465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287287,"threshold_uncertainty_score":0.995843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5178526423545106,"score_gpt":0.5892360181518559,"score_spread":0.07138337579734533,"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."}}