{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007931229,0.00008667806,0.0002089952,0.0003525344,0.00006406689,0.0000134923,0.00009431146,0.00003876079,0.00002970051],"category_scores_gemma":[0.00008185845,0.000083536,0.00002281278,0.0002061508,0.00002619488,0.0004584789,0.000008454087,0.00008761563,2.661334e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593071,"about_ca_system_score_gemma":0.002612086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6921041,"about_ca_topic_score_gemma":0.8878458,"domain_scores_codex":[0.9984885,0.0003153731,0.0005148312,0.0002592446,0.0001262645,0.0002957464],"domain_scores_gemma":[0.9989059,0.0003943018,0.0001245446,0.0001848493,0.00002954993,0.0003608296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001481761,0.000247205,0.006333574,0.002484191,0.00003774944,0.000002508999,0.1224031,0.0002285699,0.00003490677,0.410477,0.003861788,0.4537412],"study_design_scores_gemma":[0.005890975,0.002567854,0.4653802,0.0002407599,0.00002201901,0.00001923212,0.02526628,0.2034341,0.00005450519,0.2244727,0.07206325,0.0005880626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6720718,0.003921273,0.2900196,0.03094967,0.0004103188,0.001410674,0.000281427,0.00005039648,0.0008849165],"genre_scores_gemma":[0.9971983,0.0002012687,0.001251885,0.0009037825,0.00003567533,0.0000950735,0.000207279,0.00001284884,0.00009392916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4590466,"threshold_uncertainty_score":0.4633728,"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."}}