{"id":"W3080364826","doi":"10.1016/j.jtos.2020.08.007","title":"Role of diurnal variation of corneal sensory processing in contact lens discomfort","year":2020,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"CooperVision","keywords":"Asymptomatic; Medicine; CLs upper limits; Contact lens; Analysis of variance; Ophthalmology; Repeated measures design; Internal medicine","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":[0.0002830752,0.0001247164,0.0003809055,0.00002564827,0.00003294594,0.000007646471,0.0001106533,0.00006766082,0.00003435823],"category_scores_gemma":[0.00005125874,0.00008994775,0.0001157571,0.0002265018,0.00004685751,0.0001130004,0.00003984222,0.0002243025,0.000005937296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002783735,"about_ca_system_score_gemma":0.0001325641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001885922,"about_ca_topic_score_gemma":0.00002282919,"domain_scores_codex":[0.9988936,0.00008944934,0.0003620044,0.0001631053,0.000312752,0.0001791448],"domain_scores_gemma":[0.99942,0.00003625879,0.0001927431,0.0002287921,0.00006223428,0.00005993301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004132454,0.0001262212,0.1920406,0.0001970037,0.00006868635,0.00002316282,0.004321191,0.001360341,0.7998137,0.0005273598,0.000003456483,0.00110504],"study_design_scores_gemma":[0.003834493,0.0007288035,0.7308198,0.0005470341,0.0004098201,0.0000197296,0.003803204,0.04315453,0.2150158,0.0001849681,0.001161059,0.0003207602],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955447,0.001387199,0.000509273,0.001012564,0.00002344541,0.0003077822,0.000009286377,0.00001903243,0.001186659],"genre_scores_gemma":[0.9991649,0.00006319228,0.0004051394,0.0002544248,0.00003309182,0.000001276489,0.000007253148,0.0000199313,0.00005077729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847979,"threshold_uncertainty_score":0.3667963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969550061841474,"score_gpt":0.2488736676586724,"score_spread":0.2291781670402576,"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."}}