{"id":"W597289819","doi":"","title":"The Relationship between Solution Induced Corneal Staining and Ocular Surface Sensitivity","year":2011,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ophthalmology; Sensitivity (control systems); Staining; Cornea; Optometry; Medicine; Pathology; Engineering","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":[0.000632638,0.0001976943,0.000191482,0.0005643863,0.0001375511,0.0004656368,0.0001999835,0.0004602359,0.003531813],"category_scores_gemma":[0.003549673,0.0002378263,0.0003128979,0.000369717,0.0002760887,0.0003787437,0.0002906861,0.0009446438,0.0003334529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828624,"about_ca_system_score_gemma":0.0002731575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006764221,"about_ca_topic_score_gemma":0.0005322286,"domain_scores_codex":[0.9994627,0.0002377458,0.00005595195,0.00007502137,0.0001257702,0.00004273097],"domain_scores_gemma":[0.9958865,0.00243121,0.0008058325,0.0002523807,0.0003793964,0.0002446304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02127847,0.0024378,0.5870333,0.0003165516,0.0006652107,0.001320725,0.0004385258,0.000556889,0.3369325,0.0008833566,0.000877539,0.04725912],"study_design_scores_gemma":[0.0000502115,0.002933744,0.9654903,0.00001370533,0.0001180642,0.001381245,0.0001188525,0.001036087,0.02803254,0.0003059348,0.0005031871,0.0000161413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994624,0.001601323,0.0006491628,0.00009430129,0.00005276909,0.00002739131,0.0001364334,0.000017866,0.002796647],"genre_scores_gemma":[0.9984146,0.0003131744,0.0002854931,0.00005134714,0.00001891061,0.00001188469,0.00008426002,0.000005526094,0.0008146471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003531813,"threshold_uncertainty_score":0.01181507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.290403488464728,"score_gpt":0.3762378701764308,"score_spread":0.08583438171170282,"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."}}