{"id":"W2071917782","doi":"10.1016/j.clae.2008.07.005","title":"Contact lens induced papillary conjunctivitis with silicone hydrogel lenses","year":2009,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Silicone hydrogel; Contact lens; Lens (geology); Silicone; Medicine; Ophthalmology; Materials science; Optics; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001513775,0.0005238376,0.001039396,0.0001617671,0.0002199761,0.00009571865,0.0001083875,0.0002288817,0.0001511909],"category_scores_gemma":[0.0000433162,0.0004049307,0.0002140211,0.0001842405,0.00007167678,0.0004567665,0.00004204479,0.0004310688,0.00004946261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006485676,"about_ca_system_score_gemma":0.0001658669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547566,"about_ca_topic_score_gemma":0.00007996466,"domain_scores_codex":[0.9978466,0.00005447552,0.0004413394,0.000660063,0.0003357946,0.0006617254],"domain_scores_gemma":[0.9987608,0.00007098727,0.0001764864,0.0005680241,0.0001470369,0.0002767127],"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":[0.00128593,0.0003360859,0.1532914,0.0001052798,0.0003236007,0.001564552,0.0004937138,1.275693e-7,0.8178369,0.0008921892,0.0000788295,0.02379137],"study_design_scores_gemma":[0.01000444,0.01253077,0.9034095,0.001738617,0.0005321892,0.0004408318,0.0008175783,0.00007327129,0.05297213,0.0000488679,0.01636025,0.00107151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894467,0.003063551,0.0000572181,0.001964054,0.0001491032,0.0006385935,0.00003408501,0.0001948833,0.004451827],"genre_scores_gemma":[0.9914901,0.001698646,0.00005759294,0.005752845,0.0001975898,0.00001335787,0.00002826092,0.00005758697,0.0007040842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7648648,"threshold_uncertainty_score":0.9998403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417650622349992,"score_gpt":0.2451343505594907,"score_spread":0.2309578443359908,"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."}}