{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325292,0.000137823,0.0001902373,0.0004008676,0.00116913,0.00004268518,0.0001310578,0.0001655538,0.00001811616],"category_scores_gemma":[0.001385644,0.0001210721,0.00006556923,0.001054974,0.0003432822,0.0001862752,0.0002640654,0.001178429,0.00001891916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380741,"about_ca_system_score_gemma":0.0002387588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230453,"about_ca_topic_score_gemma":0.0004267677,"domain_scores_codex":[0.9975507,0.0008909606,0.0001708119,0.0003643636,0.0005167418,0.0005064514],"domain_scores_gemma":[0.997462,0.001483709,0.00007952419,0.0003363651,0.0003925906,0.0002457789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004782273,0.0001399345,0.9446074,0.00005554612,0.0001126478,0.0007533117,0.0006183702,0.00000469898,0.003268793,0.04399817,0.0001570798,0.005805836],"study_design_scores_gemma":[0.001211029,0.0002281794,0.9768263,0.0001258776,0.00005133842,0.00006201963,0.001495835,0.001411303,0.001099924,0.0005448961,0.01678023,0.0001631372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934675,0.00002301358,0.002040104,0.00154607,0.00005271245,0.0004840566,0.00001286761,0.0001009073,0.002272807],"genre_scores_gemma":[0.99749,0.0000136463,0.001332884,0.00003107494,0.0001177625,6.582453e-7,0.00002506938,0.00001907582,0.0009698174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04345328,"threshold_uncertainty_score":0.8992124,"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."}}