{"id":"W1437811604","doi":"","title":"Effectiveness and Safety of Screening for Diabetic Retinopathy with Topcon CRW6 Non-Mydriatic Digital Images Centered on the Optic Disc and on the Macula as Compared with the Seven Standard Stereoscopic Photographic Fields","year":2003,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ophthalmology; Medicine; Optic disc; Optometry; Diabetic retinopathy; Diabetes mellitus; Glaucoma","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001005988,0.0002054629,0.0003596492,0.00008439577,0.0004828187,0.0001025992,0.0001807938,0.00003311261,0.000007132072],"category_scores_gemma":[0.0005891406,0.00008353851,0.00004611271,0.0005237895,0.004928601,0.0001002852,0.00004952753,0.0002294188,4.276564e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002334587,"about_ca_system_score_gemma":0.0001136358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225081,"about_ca_topic_score_gemma":0.00000127891,"domain_scores_codex":[0.998489,0.0003145686,0.0001616286,0.0004085821,0.0003452313,0.0002809794],"domain_scores_gemma":[0.9976368,0.001678966,0.0001676356,0.0002552383,0.000150299,0.0001110474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004126658,0.0002757752,0.8746243,0.000405785,0.000559714,0.0001732433,0.005818161,0.0001171007,0.1119293,0.001342838,0.00001872925,0.0006084208],"study_design_scores_gemma":[0.002742194,0.0116894,0.7160846,0.002368403,0.0003923771,0.0005003588,0.005061439,0.001636674,0.2573611,0.001839325,0.000006928578,0.0003171307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959646,0.00003780256,0.0001854352,0.002382885,0.00001777909,0.0009158721,0.00001504556,0.000007366283,0.0004731895],"genre_scores_gemma":[0.9993941,0.000002238013,0.0002794501,0.0001942043,0.00000785698,0.00007227861,0.000002324091,0.00001122925,0.00003636768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585397,"threshold_uncertainty_score":0.9977794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196350928948935,"score_gpt":0.3093663533381721,"score_spread":0.2874028440486827,"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."}}