{"id":"W2037279893","doi":"10.1097/00006324-200002000-00010","title":"Epithelial Inclusions in Association with Mucin Ball Development in High-Oxygen Permeability Hydrogel Lenses","year":2000,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Oxygen permeability; Debris; Mucin; Ball (mathematics); Contact lens; Materials science; Lens (geology); Composite material; Oxygen; Geology; Chemistry; Pathology; Ophthalmology; Medicine; Paleontology; Geometry; Mathematics","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":[0.001559708,0.0001078931,0.0002130844,0.0003311815,0.0001956727,0.00003731827,0.0001090649,0.00007349528,0.0001832626],"category_scores_gemma":[0.0001982783,0.00008009464,0.00001787075,0.001534064,0.0001072186,0.0003061257,0.00007935204,0.0001781409,0.00003532464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301082,"about_ca_system_score_gemma":0.0002527443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214158,"about_ca_topic_score_gemma":0.00008376826,"domain_scores_codex":[0.9983894,0.00003984225,0.0002382263,0.0003936395,0.0006412103,0.00029773],"domain_scores_gemma":[0.9994701,0.00008771211,0.00004730888,0.0001902209,0.00007794265,0.0001267816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229506,0.0002009484,0.9556007,0.00001560565,0.000003226198,0.00001479007,0.0008008208,0.00001794173,0.01479379,0.00002173952,0.000001976887,0.0284055],"study_design_scores_gemma":[0.001191959,0.0001799091,0.9871116,0.0001433859,0.000005462751,0.000003627451,0.0001452097,0.000413854,0.009632953,0.00002546708,0.001034852,0.0001117511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983912,0.00006516559,0.00002729846,0.000474526,0.00003436968,0.0002045607,0.000002782598,0.0000160744,0.0007840886],"genre_scores_gemma":[0.9979625,0.00007093689,0.001214519,0.000260354,0.00001317319,0.000005908087,0.000002931805,0.000004892341,0.0004648182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151087,"threshold_uncertainty_score":0.3266164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008472695016646029,"score_gpt":0.3343953217857075,"score_spread":0.3259226267690615,"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."}}