{"id":"W2313139519","doi":"10.1097/opx.0000000000000827","title":"Relationship between Corneal Sensation, Blinking, and Tear Film Quality","year":2016,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ophthalmology; Medicine; Cornea; Corneal topography; Interquartile range; Corneal disease; Surgery","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":[0.0004547906,0.0003283663,0.0002701367,0.0005368234,0.000228844,0.0005553582,0.0001690084,0.0003801666,0.002994271],"category_scores_gemma":[0.002651717,0.0002247993,0.0003256354,0.0004360213,0.0001972153,0.0003808527,0.0003254796,0.0003698087,0.0003074299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398897,"about_ca_system_score_gemma":0.0001460133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628349,"about_ca_topic_score_gemma":0.001504055,"domain_scores_codex":[0.9997265,0.00005361744,0.00004819041,0.0000664091,0.00006303319,0.00004229524],"domain_scores_gemma":[0.997623,0.0005271629,0.001128796,0.0001628046,0.0002442649,0.0003138922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000321469,0.00006416811,0.9965631,0.0000150821,0.00005996981,0.0000869158,0.00004413879,0.00002067205,0.001615326,0.00000507392,0.00002099224,0.00118293],"study_design_scores_gemma":[0.000003056595,0.0001905736,0.9993601,0.000002029722,0.00001255675,0.0002206693,0.00003162876,0.0000609229,0.00008764352,0.000004579954,0.00002482352,0.000001435581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993557,0.0002383785,0.00008427416,0.0000105567,0.000003301796,0.000007550855,0.0001056622,0.000003020815,0.000191531],"genre_scores_gemma":[0.9996336,0.00004631566,0.00007187233,0.000009969233,0.000004520487,0.000003526651,0.00009746784,0.000001348713,0.0001314422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002994271,"threshold_uncertainty_score":0.0100168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04865543930982282,"score_gpt":0.4499236155922903,"score_spread":0.4012681762824675,"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."}}