{"id":"W3029964411","doi":"10.1016/j.clae.2020.05.006","title":"Lipid deposition on contact lenses in symptomatic and asymptomatic contact lens wearers","year":2020,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson Vision Care; Abbott Medical Optics","keywords":"Triolein; Asymptomatic; Contact lens; Cholesterol; Deposition (geology); Medicine; Chemistry; Lipid profile; Internal medicine; Ophthalmology; Biochemistry; Biology; Lipase","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":[0.0001641507,0.0004733657,0.001026063,0.0001876908,0.0001435156,0.0001330955,0.00009721384,0.0002001432,0.000108833],"category_scores_gemma":[0.0001262066,0.0004113819,0.0001797178,0.0001875522,0.00005370595,0.000395499,0.00006805295,0.0004067379,0.00006720463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009096092,"about_ca_system_score_gemma":0.00008554977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330582,"about_ca_topic_score_gemma":0.00008437337,"domain_scores_codex":[0.9977885,0.0001254408,0.0006214567,0.0006277567,0.0003042919,0.0005325048],"domain_scores_gemma":[0.9989516,0.0001636248,0.0001822284,0.0003195811,0.00006348965,0.0003195326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001789774,0.0003945054,0.5657375,0.001565652,0.00041813,0.001149365,0.003993337,0.000001059154,0.4064616,0.0009270749,0.000149075,0.01741292],"study_design_scores_gemma":[0.01023471,0.008021398,0.9590371,0.005178408,0.0004057927,0.0001197689,0.001818619,0.00231966,0.009357388,0.0000193226,0.002595459,0.0008923712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913759,0.001567578,0.0000607093,0.004435625,0.0001552313,0.0008284735,0.00003299048,0.000148366,0.001395183],"genre_scores_gemma":[0.9915623,0.001652595,0.00009490205,0.006323207,0.000159829,0.00002735716,0.00002759662,0.00006283514,0.00008935885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3971042,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515591580988797,"score_gpt":0.2494105407967822,"score_spread":0.2342546249868942,"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."}}