{"id":"W3017191261","doi":"10.1186/s12913-020-05180-y","title":"Development and pilot testing of a health education program to improve immigrants’ access to Canadian health services","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Immigration; Health administration; Health care; Formative assessment; Nursing; Nursing research; Test (biology); Empowerment; Health informatics; Medical education; Health services research; Population; Public health; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006015294,0.0006674468,0.000399486,0.0008189646,0.002866597,0.0009764294,0.001843848,0.0007152839,0.003964465],"category_scores_gemma":[0.005132161,0.000322439,0.0007649332,0.0005977408,0.00100199,0.0004398509,0.00155886,0.001160836,0.0002957642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015998,"about_ca_system_score_gemma":0.05553648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3771082,"about_ca_topic_score_gemma":0.5594303,"domain_scores_codex":[0.9976895,0.0006676711,0.00008476837,0.0001550238,0.0005765321,0.0008264917],"domain_scores_gemma":[0.9965913,0.0006177276,0.000157959,0.0001501711,0.001141311,0.001341488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00470463,0.1137538,0.05825031,0.004322247,0.0002525619,0.001501858,0.04297154,0.004379887,0.01595878,0.003156275,0.01627223,0.7344759],"study_design_scores_gemma":[0.01176868,0.1771382,0.5741295,0.003559507,0.001077649,0.0005882466,0.07812617,0.006874284,0.0352692,0.001866532,0.1092519,0.000350109],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520047,0.0001973525,0.00250033,0.001104754,0.0001099485,0.03236738,0.0006615974,0.000220297,0.01083362],"genre_scores_gemma":[0.905189,0.0009307977,0.05169915,0.0009325391,0.00004592736,0.0311755,0.0009478729,0.00003406093,0.009045088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6228918,"threshold_uncertainty_score":0.7498263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16729101555372,"score_gpt":0.4927135460952812,"score_spread":0.3254225305415612,"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."}}