{"id":"W2149975134","doi":"10.1177/1043659613515715","title":"Health and Social Care Needs of Somali Refugees With Visual Impairment (VIP) Living in the United Kingdom","year":2014,"lang":"en","type":"article","venue":"Journal of Transcultural Nursing","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Royal Society","keywords":"Somali; Refugee; Focus group; Social isolation; Outreach; Visual impairment; Medicine; Psychology; Gerontology; Nursing; Sociology; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008065224,0.0002523286,0.000309644,0.000507143,0.002757106,0.00159796,0.0003445565,0.0007752074,0.002306412],"category_scores_gemma":[0.002093729,0.0002529689,0.0001649191,0.000533687,0.00170725,0.0008845894,0.002565422,0.0007967504,0.0001732115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923645,"about_ca_system_score_gemma":0.003464327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06080945,"about_ca_topic_score_gemma":0.1262009,"domain_scores_codex":[0.9991738,0.0003602152,0.00007960988,0.000049636,0.0000699282,0.0002667891],"domain_scores_gemma":[0.9987875,0.0003448829,0.0002877293,0.00002901815,0.0001452605,0.0004056697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001985289,0.0002236167,0.3500498,0.0009967941,0.00004264671,0.008437802,0.6080247,0.0001614884,0.0031928,0.0007580434,0.002431014,0.02548277],"study_design_scores_gemma":[0.0000102977,0.0002328199,0.1594877,0.0004825185,0.00001336895,0.001619444,0.8337544,0.00004346304,0.0001228169,0.0001099278,0.00410288,0.00002036668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977266,0.0007100998,0.00002353964,0.0006895814,0.000009943367,0.00001706419,0.00004048879,0.000001186987,0.0007814231],"genre_scores_gemma":[0.9979928,0.001151632,0.0001151293,0.0003690281,0.000004265761,0.00002981171,0.00003022941,0.000001032083,0.0003060592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06080945,"threshold_uncertainty_score":0.1209109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059675204736859,"score_gpt":0.3753648104790906,"score_spread":0.344768058431722,"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."}}