{"id":"W4392711495","doi":"10.1186/s13690-024-01255-y","title":"An exploration of COVID-19 vaccination models for newcomer refugees and immigrants in Calgary, Canada","year":2024,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Medical Association; Domtar (Canada); University of Calgary","funders":"College of Family Physicians of Canada","keywords":"Refugee; Vaccination; Immigration; Thematic analysis; Context (archaeology); Medicine; Pandemic; Government (linguistics); Political science; Coronavirus disease 2019 (COVID-19); Qualitative research; Sociology; Geography; Immunology; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006920004,0.0006357054,0.0005733786,0.00142179,0.02676509,0.006922285,0.003050862,0.001272863,0.003259023],"category_scores_gemma":[0.006335657,0.0005768786,0.0006534938,0.002149656,0.008940655,0.00235182,0.00810113,0.003302463,0.0001890159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09310368,"about_ca_system_score_gemma":0.196762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9487945,"about_ca_topic_score_gemma":0.9827823,"domain_scores_codex":[0.9954537,0.001756887,0.000126151,0.0002185863,0.0006273479,0.001817266],"domain_scores_gemma":[0.9956803,0.001247711,0.0003079149,0.0001089932,0.0009028167,0.00175231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004658618,0.00009335625,0.01556501,0.000246736,0.00001142859,0.001786597,0.9661125,0.0001065006,0.0003154023,0.00308021,0.002326467,0.01030919],"study_design_scores_gemma":[0.000002609769,0.00002161686,0.003328603,0.0001541846,0.000003975178,0.00005661795,0.99006,0.00005148083,0.00003239225,0.00008573247,0.006193804,0.000009038489],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773043,0.001530684,0.0005232701,0.006538663,0.0001064348,0.0003577732,0.0001611966,0.00001305856,0.01346442],"genre_scores_gemma":[0.9900512,0.002165275,0.001302134,0.001576399,0.00001121778,0.0001752154,0.0001310324,0.00001735233,0.004570198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09310368,"threshold_uncertainty_score":0.6755177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087030247625537,"score_gpt":0.4090793740176174,"score_spread":0.3003763492550637,"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."}}