{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002191802,0.0003188119,0.0003770397,0.001665653,0.0005197912,0.0006411356,0.0001675893,0.0004849489,0.001789298],"category_scores_gemma":[0.001456956,0.0002565704,0.0003515948,0.0008852063,0.0003671281,0.0005078892,0.0003376654,0.0002516638,0.000212407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528705,"about_ca_system_score_gemma":0.0002195969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009036888,"about_ca_topic_score_gemma":0.007403746,"domain_scores_codex":[0.9997742,0.00003216069,0.00003683073,0.00003882192,0.00006648451,0.00005156732],"domain_scores_gemma":[0.9994448,0.0001680073,0.0001680564,0.00001968282,0.00008394876,0.0001153744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00381502,0.0001247505,0.9786685,0.00007021079,0.00007769537,0.003614521,0.001036574,0.00003778853,0.008538439,0.00003165741,0.00006511781,0.003919767],"study_design_scores_gemma":[0.000008912712,0.0003232076,0.9970449,0.000005399166,0.00002454119,0.001484408,0.0006470962,0.00005700624,0.0003275744,0.00001533866,0.00005706684,0.000004632037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999438,0.0001631154,0.00001229198,0.000005317061,0.000001420925,0.00000232012,0.00005852173,0.000001138551,0.00031783],"genre_scores_gemma":[0.9996203,0.00008676207,0.00001891161,0.000006762906,0.00000377393,0.000001342167,0.00006494944,0.00000104445,0.0001960342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009036888,"threshold_uncertainty_score":0.0179686,"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."}}