{"id":"W2289882215","doi":"10.1097/opx.0000000000000840","title":"Corneal Swelling with Cosmetic etafilcon A Lenses versus No Lens Wear","year":2016,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ophthalmology; Swelling; Medicine; Contact lens; Lens (geology); Surgery; Optics","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":[0.0004632061,0.0001204447,0.0001895956,0.0002169268,0.0002116868,0.00006271298,0.0001132,0.00004623929,0.00012412],"category_scores_gemma":[0.0002093923,0.00006492731,0.00003376218,0.000751326,0.0004924713,0.0004258674,0.00006051366,0.00009811354,0.00019695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003325926,"about_ca_system_score_gemma":0.0001101459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005407868,"about_ca_topic_score_gemma":7.662998e-7,"domain_scores_codex":[0.9986225,0.00001821134,0.0001286017,0.0003992582,0.0005218827,0.000309557],"domain_scores_gemma":[0.9991059,0.0001801902,0.00005035018,0.0002913532,0.0001792514,0.0001929613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002786094,0.000170647,0.2649537,0.00009109586,0.00004333716,0.000108421,0.0002350907,0.000001236148,0.6656477,0.0005567783,0.00006836432,0.06533753],"study_design_scores_gemma":[0.02239284,0.01761404,0.5458376,0.003285407,0.0003452075,0.0002103055,0.001223136,0.001847092,0.3605625,0.00004754801,0.04534289,0.001291393],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993721,0.0002163756,0.001181684,0.0005099173,0.0002205264,0.000122584,0.000002910299,0.00003784291,0.003987177],"genre_scores_gemma":[0.9971107,0.0003228427,0.001447349,0.0002023868,0.00005078223,0.000001829712,4.570534e-7,0.000008629772,0.0008550841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3050852,"threshold_uncertainty_score":0.2647659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225859071141938,"score_gpt":0.3769605964698519,"score_spread":0.3547020057584325,"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."}}