{"id":"W4394551770","doi":"10.6084/m9.figshare.22621529","title":"Additional file 4 of 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":"dataset","venue":"Open MIND","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Ottawa; University Health Network; University of Toronto; Université Laval; Université de Montréal; University of Saskatchewan; Ottawa Hospital","funders":"","keywords":"Immigration; Intervention (counseling); China; Diabetic retinopathy; Medicine; Geography; Optometry; Political science; Diabetes mellitus; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001959215,0.001108172,0.001514196,0.001680115,0.001437241,0.001710557,0.002702383,0.001581941,0.3459495],"category_scores_gemma":[0.0199711,0.0006669514,0.001888286,0.004924947,0.0003604958,0.0009441629,0.001249863,0.001418871,0.03601658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004996186,"about_ca_system_score_gemma":0.01053769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3996942,"about_ca_topic_score_gemma":0.5097957,"domain_scores_codex":[0.9987926,0.0002485227,0.0002104271,0.000269041,0.0002128582,0.0002664613],"domain_scores_gemma":[0.9886786,0.00498324,0.001034929,0.0007882052,0.003667079,0.0008478722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003283786,0.00005862723,0.005456522,0.002077679,0.0001256406,0.00002296096,0.00005086375,0.00040298,0.00002377367,0.0004495069,0.9882875,0.002715544],"study_design_scores_gemma":[0.01210653,0.0002512325,0.1160644,0.008130197,0.00108438,0.0001775876,0.0008255946,0.001753163,0.0005152764,0.00361138,0.8552855,0.0001949109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009905025,0.00001906199,0.00002712347,0.00003851637,0.000006120315,0.00004007698,0.9994573,0.00001554184,0.0002972104],"genre_scores_gemma":[0.003587776,0.0001160263,0.0006903656,0.0002273791,0.00002052909,0.001683363,0.9897562,0.00007110476,0.003847335],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6003058,"threshold_uncertainty_score":0.9329237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168664668739916,"score_gpt":0.2551998823198372,"score_spread":0.243513235632438,"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."}}