{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008963571,0.0006608694,0.0005358937,0.002479255,0.0006357293,0.0009738843,0.0005832893,0.0006853062,0.005602734],"category_scores_gemma":[0.004781277,0.0001705777,0.0006164608,0.001056587,0.0004065679,0.0009639375,0.0008606419,0.0006996281,0.0007973881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008540074,"about_ca_system_score_gemma":0.001486706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934016,"about_ca_topic_score_gemma":0.02055227,"domain_scores_codex":[0.9992072,0.0001012124,0.00009010259,0.0001001455,0.0003871074,0.0001143357],"domain_scores_gemma":[0.9982299,0.0002811725,0.0003789722,0.00008234151,0.0008087531,0.0002188438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030648,0.000760398,0.9186168,0.0001198606,0.0002544158,0.0008564339,0.0006721147,0.001265497,0.007700977,0.0008912946,0.01096452,0.05686693],"study_design_scores_gemma":[0.00004145362,0.0003511687,0.9921265,0.00002756197,0.0000518533,0.001408537,0.0002271021,0.001262956,0.001805713,0.0002347023,0.002422128,0.00004019715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653379,0.0006113593,0.001476906,0.0003809182,0.00006927195,0.0003120714,0.002299614,0.0001235617,0.02938846],"genre_scores_gemma":[0.9887264,0.0003146694,0.001701921,0.0001640586,0.00001753326,0.0001453371,0.001807074,0.00002513384,0.007097855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934016,"threshold_uncertainty_score":0.03845519,"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."}}