{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000454571,0.0001275486,0.0004325286,0.0001956098,0.0001986496,0.00001381173,0.00006152235,0.00005573894,0.00000253681],"category_scores_gemma":[0.00002282773,0.00006454379,0.0000954088,0.0002486052,0.0002051668,0.0001066706,0.00000454196,0.0002974605,8.915028e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008653044,"about_ca_system_score_gemma":0.00005060258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004820618,"about_ca_topic_score_gemma":0.000007624768,"domain_scores_codex":[0.9988647,0.0002304182,0.0003775394,0.00006446242,0.0002539494,0.00020896],"domain_scores_gemma":[0.9994156,0.00009366268,0.0002477295,0.00004177891,0.000138145,0.00006313398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002479627,0.001511963,0.4583583,0.0009678807,0.0003122277,0.00002968216,0.5266035,0.00001940602,0.00219917,0.0004017598,0.0001924915,0.006924056],"study_design_scores_gemma":[0.002776133,0.01519979,0.8576071,0.003137531,0.0002094481,0.001430589,0.1192114,0.00003186164,0.0001151693,0.00001785199,0.0001592442,0.0001039825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909607,0.0005733703,0.00005024567,0.008110095,0.00008730756,0.0001583241,7.419076e-7,0.000005134459,0.00005410967],"genre_scores_gemma":[0.999251,0.00002324978,0.0002111658,0.0003279604,0.000167305,0.000001023241,0.000002914827,0.000007618922,0.000007746305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4073921,"threshold_uncertainty_score":0.2632019,"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."}}