{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008592993,0.0003816756,0.000743186,0.0002181147,0.0001663849,0.0004554253,0.0003231794,0.0004072395,0.001628871],"category_scores_gemma":[0.00168472,0.0001769407,0.0005721012,0.0002108786,0.0004942465,0.0004551831,0.0001953965,0.0005290149,0.0001569316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239676,"about_ca_system_score_gemma":0.0002589212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004561928,"about_ca_topic_score_gemma":0.0005799449,"domain_scores_codex":[0.9993561,0.0002841697,0.00004848398,0.0001074978,0.0001403716,0.00006337407],"domain_scores_gemma":[0.998908,0.0004444858,0.0003421346,0.0000718292,0.00004445005,0.0001891623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7755877,0.02516581,0.03788279,0.0008866612,0.0008645006,0.0002441068,0.0002638375,0.0004815813,0.07962643,0.00008383526,0.0002408158,0.07867198],"study_design_scores_gemma":[0.0213894,0.7539481,0.2075625,0.00003526186,0.000752816,0.0003829108,0.0002976546,0.001104214,0.01392314,0.00008414443,0.0004871558,0.00003278055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994788,0.0002975412,0.00003486981,0.00001287467,0.00001548672,0.00002310927,0.00001657352,0.000004334292,0.0001164303],"genre_scores_gemma":[0.9995999,0.0001194294,0.0000530349,0.00002738007,0.00003376013,0.00002055921,0.00001911948,0.00000107758,0.0001257187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001628871,"threshold_uncertainty_score":0.005449116,"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."}}