{"id":"W2766871326","doi":"10.1097/opx.0000000000001137","title":"<i>In Vitro</i> Effect of Lysozyme on Albumin Deposition to Hydrogel Contact Lens Materials","year":2017,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lysozyme; Albumin; Contact lens; Chromatography; Chemistry; Lens (geology); CLs upper limits; Deposition (geology); Serum albumin; Biochemistry; Medicine; Optics; Ophthalmology; Biology","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":[0.001088008,0.0001107223,0.0003151771,0.0002925867,0.0002142801,0.00009245892,0.0001836094,0.00005298214,0.00002099871],"category_scores_gemma":[0.0003066176,0.00008095276,0.00003806997,0.00027595,0.0001283806,0.0004237292,0.00009622314,0.00007137989,0.00003953903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003064422,"about_ca_system_score_gemma":0.0000269601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005195017,"about_ca_topic_score_gemma":7.909359e-7,"domain_scores_codex":[0.9988593,0.00003070032,0.000182346,0.0003188018,0.0003925468,0.0002162606],"domain_scores_gemma":[0.9991714,0.00008338156,0.00009787163,0.0004694331,0.00004685649,0.0001311088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007111574,0.00004800867,0.01869084,0.00005075911,0.000003391312,0.00002338348,0.0000414076,3.699247e-7,0.9764426,0.00005176227,0.000008078116,0.003928257],"study_design_scores_gemma":[0.0009261132,0.001208379,0.1465455,0.0002555393,0.00001358497,0.000007552739,0.000009841982,0.00004650649,0.8508072,0.000003529607,0.0001048482,0.00007140502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974766,0.00003424793,0.00003889919,0.0004965025,0.0001957396,0.0002782213,0.000008501979,0.000007886611,0.001463427],"genre_scores_gemma":[0.9992034,0.00002138095,0.0002139229,0.0004335128,0.00002873649,0.000004904926,0.000001545769,0.000005864945,0.00008671508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278546,"threshold_uncertainty_score":0.3301158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025416253423079,"score_gpt":0.3870780575676562,"score_spread":0.3768238950334254,"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."}}