{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002743982,0.0002873416,0.0003041345,0.0004655185,0.0002991229,0.0007293038,0.0001691152,0.0003065153,0.001908135],"category_scores_gemma":[0.002300693,0.0001748603,0.0002584092,0.0004743684,0.0003069121,0.0002583791,0.0002327689,0.0003080542,0.0001737879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023443,"about_ca_system_score_gemma":0.0002177889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021254,"about_ca_topic_score_gemma":0.004386989,"domain_scores_codex":[0.9997508,0.00009124492,0.00001669625,0.00006119425,0.00004634363,0.00003369413],"domain_scores_gemma":[0.9986142,0.0005953882,0.0002619441,0.0001731571,0.0001966726,0.0001587282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007172693,0.0006261992,0.6133685,0.0005268715,0.0007808866,0.001702587,0.003143637,0.001130407,0.2815739,0.000853807,0.002676293,0.08644422],"study_design_scores_gemma":[0.000004979832,0.000113438,0.9981583,0.000006101603,0.00001509522,0.0001704682,0.0001474625,0.0002394932,0.0008344578,0.00006180275,0.0002405996,0.000007832842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914836,0.001449519,0.001746684,0.0001006222,0.00008060073,0.00005401743,0.0006991178,0.00004081371,0.004344975],"genre_scores_gemma":[0.9987464,0.0002024639,0.0003966741,0.00003795849,0.00004116592,0.00001817066,0.0002151828,0.00001375597,0.0003282933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003021254,"threshold_uncertainty_score":0.0063833,"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."}}