{"id":"W1979149835","doi":"10.1016/s0008-4182(01)80039-9","title":"Identification of diabetic retinopathy by stereoscopic digital imaging via teleophthalmology: a comparison to slide film","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Diabetic retinopathy; Medicine; Ophthalmology; Diabetes mellitus; Retinopathy; Pupil; Optometry; Macular edema; Retinal; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001462836,0.0001709715,0.0005405631,0.0003904516,0.0000627617,0.00003302528,0.000192876,0.00007884135,0.0006372675],"category_scores_gemma":[0.0002379197,0.0001576978,0.0001502063,0.0002577169,0.0001382449,0.0001242321,0.00001602544,0.0001748878,0.00005145063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714211,"about_ca_system_score_gemma":0.00040295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008236536,"about_ca_topic_score_gemma":0.00001131786,"domain_scores_codex":[0.9983816,0.00006682675,0.0007787632,0.0002039325,0.0001741791,0.0003946857],"domain_scores_gemma":[0.9980493,0.00006415311,0.0004290125,0.0002554894,0.0002827437,0.0009192901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001900298,0.0001573864,0.9744769,0.00003724641,0.00009720214,0.02033644,0.0001359846,0.00001121683,0.001926917,0.000006145206,0.0009548802,0.001669612],"study_design_scores_gemma":[0.001258483,0.001771561,0.8106678,0.000173155,0.0002110658,0.1831202,0.0002468045,0.0001038324,0.001514423,0.0002995332,0.0004656022,0.0001675535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938596,0.0012507,0.0001598317,0.0006956854,0.0003625043,0.0002327384,0.00006885103,0.000003224332,0.003366856],"genre_scores_gemma":[0.9988989,0.000003021744,0.0001045792,0.00005417973,0.00006306829,0.000005720523,0.00003346983,0.00002344084,0.00081361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638092,"threshold_uncertainty_score":0.6977633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453104582484914,"score_gpt":0.2924752337822765,"score_spread":0.2779441879574274,"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."}}