{"id":"W2154874408","doi":"10.1007/978-1-4615-0067-4_7","title":"A Modified Protocol for the Assessment of Visual Function in Patients with Retinitis Pigmentosa","year":2003,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Institute of Population and Public Health; Population Health Research Institute; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Retinitis pigmentosa; Visual field; Visual acuity; Contrast (vision); Audiology; Medicine; Ophthalmology; Electroretinography; Visual field test; Vision test; Optometry; Visual perception; Psychology; Perception; Artificial intelligence; Retinal; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00011836,0.00008678011,0.0001176226,0.00003492964,0.00002492637,0.00000134622,0.00003952529,0.00004435952,0.00001040156],"category_scores_gemma":[0.00002896752,0.00004917638,0.00001092386,0.00005818728,0.0001638565,0.000005369136,0.00001650748,0.0000330998,3.612904e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008186698,"about_ca_system_score_gemma":0.0000203423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008038656,"about_ca_topic_score_gemma":0.00002090491,"domain_scores_codex":[0.9994519,0.00004294928,0.0001736293,0.0001711032,0.00004470112,0.0001157127],"domain_scores_gemma":[0.9998072,0.00002925195,0.00006716891,0.00005894181,0.00002158642,0.00001581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002047169,0.0004543863,0.9385028,0.00004906097,0.00002473246,3.014793e-7,0.0001405282,0.00002346591,0.04842233,0.002585529,0.00006341642,0.007686272],"study_design_scores_gemma":[0.06652841,0.05875699,0.5564458,0.0004225138,0.00003793825,0.00000623435,0.007848121,0.0002283752,0.1402127,0.002054013,0.1665613,0.0008977032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700744,0.0009818351,0.001981703,0.00008914466,0.0001073976,0.02362702,0.000002278433,0.000002870221,0.003133403],"genre_scores_gemma":[0.980298,0.00006502323,0.0004085157,0.000120184,0.00001642016,0.01903947,0.00003663507,0.000004648073,0.0000110284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382057,"threshold_uncertainty_score":0.2005355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743278139580736,"score_gpt":0.372459238720328,"score_spread":0.3550264573245207,"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."}}