{"id":"W3211654499","doi":"10.1111/opo.12915","title":"Evaluation of the Third edition of the City University Colour Vision Test","year":2021,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"King Saud University","keywords":"Colour Vision; Test (biology); Cut-off; Limits of agreement; Medicine; Optometry; Ophthalmology; Nuclear medicine; Artificial intelligence; Computer science; Physics","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":[0.0003121199,0.00006784326,0.0001829542,0.000007974115,0.0001399706,0.00000153641,0.0000639526,0.00009605026,0.00006983236],"category_scores_gemma":[0.0005863504,0.00003456639,0.00008635127,0.0001558132,0.0003495645,0.00002493315,0.0001705406,0.0001356537,8.542348e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002320772,"about_ca_system_score_gemma":0.00008615703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004319443,"about_ca_topic_score_gemma":3.439322e-7,"domain_scores_codex":[0.9992247,0.0002140643,0.0001184148,0.0001215924,0.0002441319,0.00007711606],"domain_scores_gemma":[0.9991716,0.000183027,0.0001079706,0.0001628111,0.0003520362,0.00002259275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003552522,0.00384803,0.6425776,0.0002656589,0.0002806,0.00001874347,0.0004093309,0.0001342673,0.3468868,0.00286402,0.001447851,0.0009118113],"study_design_scores_gemma":[0.0005885493,0.000828062,0.9888066,0.00008575278,0.0002704338,0.00004895421,0.0003099109,0.0006740115,0.006436663,0.001893326,0.00001959941,0.00003815083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954797,0.0001039823,0.000002589649,0.0005768593,0.0001334637,0.0001858241,0.00001736519,0.000003691712,0.003496501],"genre_scores_gemma":[0.9994322,0.00008078655,0.00006169996,0.0000562988,0.00003704814,8.160933e-7,0.000004945364,0.000001771288,0.0003244522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3462289,"threshold_uncertainty_score":0.1409577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08660151082231342,"score_gpt":0.3547786920968251,"score_spread":0.2681771812745117,"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."}}