{"id":"W4361297832","doi":"10.1186/s12913-023-09329-3","title":"The co-development of a linguistic and culturally tailored tele-retinopathy screening intervention for immigrants living with diabetes from China and African-Caribbean countries in Ottawa, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent Park Community Health Centre; CARE Canada; Public Health Ontario; Women's College Hospital; University of Ottawa; Ottawa Hospital; University Health Network; University of Toronto; Université Laval; Université de Montréal; St. Michael's Hospital; Hôpital Maisonneuve-Rosemont","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intervention (counseling); Public health; Language barrier; Gerontology; General partnership; Attendance; Nursing; Family medicine; Economic growth; Political science","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":[0.006207407,0.0006875808,0.0005137043,0.0006176609,0.008991069,0.00182631,0.002210649,0.0008009727,0.003740849],"category_scores_gemma":[0.007361092,0.0003345741,0.0007279415,0.0006452626,0.002072027,0.0006072961,0.004046288,0.001431608,0.0002393014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03618765,"about_ca_system_score_gemma":0.1795624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8666583,"about_ca_topic_score_gemma":0.9481915,"domain_scores_codex":[0.9965551,0.001648969,0.0001433668,0.0002549514,0.0003940673,0.001003523],"domain_scores_gemma":[0.9929982,0.001015235,0.0002195663,0.0001823027,0.002130569,0.003454043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00224075,0.008244184,0.1104769,0.004344011,0.0002789245,0.00823179,0.4322588,0.002561639,0.01405411,0.002802779,0.02440547,0.3901006],"study_design_scores_gemma":[0.001494869,0.006053301,0.2317377,0.003953408,0.0007033744,0.0008431804,0.6211632,0.004488455,0.007740455,0.001181401,0.1202429,0.0003977082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642474,0.0007682068,0.002884722,0.006815577,0.0001905232,0.006452158,0.0003985841,0.0001225139,0.0181203],"genre_scores_gemma":[0.9588563,0.001039692,0.02569504,0.002241961,0.00001954538,0.004347179,0.0003401697,0.00004108906,0.007419001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333417,"threshold_uncertainty_score":0.268254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350008937891608,"score_gpt":0.3410002080326705,"score_spread":0.3175001186537544,"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."}}