{"id":"W4404370450","doi":"10.1080/17441692.2024.2426133","title":"Commentary: COVID-19 healthcare barriers around vaccine uptake among migrant workers within the Canadian Prairies","year":2024,"lang":"en","type":"article","venue":"Global Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Migrant workers; Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Environmental health; Medicine; Geography; Political science; Economic growth; Virology; Outbreak; Economics","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003661251,0.0003669309,0.0004329392,0.0002446295,0.002099558,0.0004994961,0.0005437767,0.0002713842,0.0005991046],"category_scores_gemma":[0.0003412761,0.0002822002,0.0001278189,0.001564909,0.0002464038,0.0002889218,0.00003867679,0.0007816495,0.0002093032],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0041278,"about_ca_system_score_gemma":0.01816135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9655423,"about_ca_topic_score_gemma":0.9964801,"domain_scores_codex":[0.9948843,0.001070676,0.0009557999,0.0007644828,0.0004962579,0.001828492],"domain_scores_gemma":[0.9924697,0.0001896214,0.0002143921,0.0007880241,0.0001100283,0.006228206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000336332,0.00002165615,0.2306745,0.0002208084,0.0001018848,0.00004576483,0.02113499,0.000009349503,4.047672e-9,0.04471086,0.6971463,0.005900229],"study_design_scores_gemma":[0.0005320539,0.0001694736,0.1854482,0.00004607718,0.00001141766,0.00009382536,0.02123296,0.000132061,1.039342e-8,0.001316393,0.7908237,0.0001939004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1357369,0.008428032,0.0002304419,0.8473859,0.003698406,0.001430275,0.001056589,0.0003612481,0.001672182],"genre_scores_gemma":[0.7591772,0.00003262436,0.00007163656,0.2394038,0.0004206672,0.0001481917,0.0004048994,0.00002889699,0.0003120746],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6234403,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400942453031095,"score_gpt":0.3600261132617092,"score_spread":0.3160166887313983,"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."}}