{"id":"W2322720752","doi":"10.1097/opx.0b013e318269e583","title":"Protein Deposition and Clinical Symptoms in Daily Wear of Etafilcon Lenses","year":2012,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Lysozyme; Asymptomatic; Contact lens; Medicine; Dryness; Internal medicine; Ophthalmology; Surgery; Chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001224054,0.00006229663,0.0001753498,0.0002046709,0.0000573658,0.00001984244,0.00004866696,0.0000591446,0.00001244984],"category_scores_gemma":[0.0001950898,0.00004703645,0.00002508532,0.0005660076,0.0003180416,0.0004142743,0.00006346555,0.0001135854,0.0000055166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101608,"about_ca_system_score_gemma":0.00003325866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204348,"about_ca_topic_score_gemma":6.073597e-7,"domain_scores_codex":[0.9991119,0.00003828792,0.0002142912,0.0001887499,0.0002682736,0.0001784969],"domain_scores_gemma":[0.9995388,0.00006057051,0.00005560308,0.0001440124,0.00004740153,0.0001535664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006113616,0.0001141334,0.8450059,0.00003654855,0.000003068248,0.000001855322,0.00009651519,3.92457e-8,0.1277674,0.0001277344,8.537324e-7,0.02678479],"study_design_scores_gemma":[0.0006396898,0.0004565495,0.9558331,0.0002228133,0.00001349161,0.000009856061,0.0001530353,0.0001978222,0.04232316,0.000006909205,0.00008683548,0.00005675595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983141,0.0007247971,0.0001459697,0.000125584,0.00006229436,0.0001638479,9.288721e-7,0.000007487141,0.0004549322],"genre_scores_gemma":[0.9985909,0.0001245008,0.001101343,0.0000919071,0.00002560352,0.000001569155,5.648402e-7,0.000003113373,0.00006049517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108272,"threshold_uncertainty_score":0.1918091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198037497074814,"score_gpt":0.4238235162793029,"score_spread":0.4040197665718215,"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."}}