{"id":"W2127748571","doi":"","title":"THE CLINICAL UTILITY OF A NON-MYDRIATIC RETINAL CAMERA IN A DIABETES CLINIC","year":2005,"lang":"en","type":"article","venue":"International Journal of Endocrinology and Metabolism","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Referral; Diabetic retinopathy; Diabetes mellitus; Ophthalmology; Optometry; Pediatrics; Family medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002171189,0.0003822088,0.0002984136,0.00107731,0.0002850599,0.000882587,0.0004020158,0.0008536368,0.001435713],"category_scores_gemma":[0.01536931,0.0002712922,0.0002685566,0.0004405559,0.0003367807,0.0006275459,0.0003941696,0.0004701008,0.0003351395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468533,"about_ca_system_score_gemma":0.0004636401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127354,"about_ca_topic_score_gemma":0.001812164,"domain_scores_codex":[0.9972408,0.001352721,0.00024505,0.0002668332,0.0007275156,0.0001670949],"domain_scores_gemma":[0.9885006,0.005405948,0.00381325,0.0002796733,0.001247657,0.0007527954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000429371,0.0001446888,0.9868295,0.00006020016,0.00002409397,0.0005181826,0.00008659602,0.00006468662,0.0006101361,0.00001552643,0.0001704379,0.0110466],"study_design_scores_gemma":[0.00005691863,0.002853047,0.9841884,0.00008623052,0.00008646092,0.009472333,0.0004815117,0.001127578,0.001096934,0.00003340239,0.0004982933,0.00001888297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963355,0.001844181,0.0002625485,0.0001167095,0.00002185721,0.00003460308,0.00006516353,0.0000117016,0.001307629],"genre_scores_gemma":[0.9990896,0.0002642073,0.0004516136,0.0000522003,0.00002833619,0.000006458445,0.00003482477,0.000001449501,0.00007134384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002171189,"threshold_uncertainty_score":0.01148248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559367842108283,"score_gpt":0.3805782790387798,"score_spread":0.3549846006176969,"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."}}