{"id":"W2017343086","doi":"10.1089/tmj.2010.0155","title":"Prevalence and Severity of Diabetic Retinopathy in Northwest Cameroon as Identified by Teleophthalmology","year":2011,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Diabetic retinopathy; Diabetes mellitus; Retinopathy; Ophthalmology; Population; Optometry; Complication; Macular edema; Surgery; Retinal","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":[],"consensus_categories":[],"category_scores_codex":[0.0004986528,0.0002724789,0.0001751794,0.00114357,0.0004058231,0.0004745955,0.0002152136,0.0002413787,0.001758714],"category_scores_gemma":[0.00156574,0.0001805654,0.0001862607,0.001012766,0.000316985,0.000480816,0.0004190645,0.000270586,0.0001057744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005656365,"about_ca_system_score_gemma":0.0003601287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419979,"about_ca_topic_score_gemma":0.01583493,"domain_scores_codex":[0.9996082,0.0001285331,0.00004394856,0.00005675446,0.00006222056,0.0001003248],"domain_scores_gemma":[0.998929,0.0001607169,0.0006368022,0.00003202734,0.0001133225,0.0001281132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004486075,0.00001451879,0.9980824,0.00000972415,0.000007110257,0.0002559937,0.0001429368,0.00001253465,0.0002866851,0.000008512046,0.00004815247,0.001086607],"study_design_scores_gemma":[0.000003248513,0.00006858028,0.9979002,0.00001684711,0.000007104391,0.0009718523,0.0007609726,0.00006780056,0.00008645944,0.000005889276,0.000108029,0.000002910419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995016,0.0001813215,0.00002273566,0.00002601231,0.000003358602,0.000006201546,0.0001291986,0.000001051277,0.0001285714],"genre_scores_gemma":[0.9997539,0.00009734497,0.00003349286,0.00001176682,0.000002931601,0.000004946872,0.00006488451,2.788355e-7,0.00003053027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419979,"threshold_uncertainty_score":0.0282343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797876953193638,"score_gpt":0.310832816505599,"score_spread":0.2828540469736626,"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."}}