{"id":"W3135757156","doi":"10.1097/ieb.0b013e3181c70f41","title":"SCREENING FOR DIABETIC RETINOPATHY: 1 AND 3 NONMYDRIATIC 45-DEGREE DIGITAL FUNDUS PHOTOGRAPHS VS. 7 STANDARD EARLY TREATMENT DIABETIC RETINOPATHY STUDY FIELDS","year":2010,"lang":"en","type":"article","venue":"Evidence-Based Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Optometry; Diabetic retinopathy; Medicine; Reprint; Fundus (uterus); Ophthalmology; Fundus camera; Diabetes mellitus; Ophthalmoscopy; Retinal; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003884785,0.0005892839,0.001013211,0.0003024564,0.0002924231,0.00017965,0.0002040161,0.0003056261,0.0002972397],"category_scores_gemma":[0.000809025,0.0004719727,0.0003830858,0.0003109825,0.0003187989,0.0002581942,0.0000820869,0.0003757614,0.00002370229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683696,"about_ca_system_score_gemma":0.0002514304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916371,"about_ca_topic_score_gemma":0.00001131837,"domain_scores_codex":[0.9968531,0.0001732597,0.0006447902,0.001034345,0.0004846783,0.0008098898],"domain_scores_gemma":[0.9967378,0.001272027,0.0002774028,0.0008824239,0.0002311329,0.0005992612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004518856,0.001305169,0.9798708,0.0001851632,0.0002817666,0.001639924,0.0004445792,0.000003935629,0.000394287,0.00001112342,0.00003246154,0.01131193],"study_design_scores_gemma":[0.009293157,0.03286798,0.952956,0.0005547312,0.001172572,0.0004241805,0.0002465728,0.0002817133,0.001432847,0.0002556691,0.00004647243,0.0004680645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993494,0.0007969086,0.0002244109,0.0006577985,0.00049172,0.003807446,0.0001473778,0.00009631673,0.0002840252],"genre_scores_gemma":[0.9969494,0.0000294485,0.001107019,0.0001355016,0.0002218826,0.0009893867,0.00008697241,0.00008323562,0.000397202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03156281,"threshold_uncertainty_score":0.9997732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06784240803522128,"score_gpt":0.328145187616263,"score_spread":0.2603027795810418,"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."}}