{"id":"W2129706953","doi":"10.2196/medinform.3872","title":"Teleophthalmology for First Nations Clients at Risk of Diabetic Retinopathy: A Mixed Methods Evaluation","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Diabetic retinopathy; Optometry; Environmental health; Telemedicine; Telehealth; Health services; Diabetes mellitus; Health care; Economic growth; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03818269,0.001406264,0.002180597,0.002234092,0.00237669,0.002099742,0.001788882,0.001360046,0.004791509],"category_scores_gemma":[0.02701849,0.0009004257,0.003600842,0.002021853,0.0008806411,0.001300097,0.001751645,0.0009104931,0.000405693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007463462,"about_ca_system_score_gemma":0.01219331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02083009,"about_ca_topic_score_gemma":0.0499582,"domain_scores_codex":[0.9686762,0.02445124,0.002196773,0.0006977172,0.003099895,0.0008780615],"domain_scores_gemma":[0.9771448,0.01221621,0.002831527,0.001215007,0.005492158,0.001100372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.06496225,0.07526243,0.1207464,0.02287784,0.006197578,0.0006293132,0.0257527,0.001356809,0.001331174,0.001415183,0.003426098,0.6760422],"study_design_scores_gemma":[0.09646385,0.3770636,0.3887772,0.02297702,0.01580723,0.001082961,0.06094393,0.00955849,0.004548956,0.002149392,0.01989932,0.0007280561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8952937,0.006366756,0.003562429,0.0005987611,0.0001062865,0.08825316,0.001697189,0.00005935842,0.004062329],"genre_scores_gemma":[0.7467371,0.0120578,0.03034453,0.001167678,0.0001362997,0.2051522,0.001195225,0.00003612971,0.003173138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03818269,"threshold_uncertainty_score":0.2019318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05339664595079784,"score_gpt":0.4250744509738726,"score_spread":0.3716778050230748,"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."}}