{"id":"W2022740614","doi":"10.1097/opx.0b013e31822a5295","title":"Quantification of Non‐Polar Lipid Deposits on Senofilcon A Contact Lenses","year":2011,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson Vision Care; Abbott Medical Optics","keywords":"Contact lens; Triolein; Cholesterol; Chemistry; Lens (geology); Chromatography; Oleic acid; Hydrogen peroxide; Silicone hydrogel; Ophthalmology; Medicine; Biochemistry; Optics","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":[0.0004979529,0.00008878806,0.0001811574,0.0002963452,0.0001287827,0.00002339511,0.0001084959,0.00005047489,0.00003646006],"category_scores_gemma":[0.0001279221,0.00006685276,0.00004060579,0.0007405818,0.0001661318,0.0002537594,0.00003772431,0.00008907382,0.00003679333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401918,"about_ca_system_score_gemma":0.00005636522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003192269,"about_ca_topic_score_gemma":9.214434e-7,"domain_scores_codex":[0.9989783,0.00001875795,0.0001780159,0.0002891032,0.0003723936,0.0001634141],"domain_scores_gemma":[0.99927,0.00004938452,0.00008853563,0.0003092934,0.0001542676,0.0001285202],"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":[0.0001820131,0.0001544929,0.2299867,0.00004675756,0.00000705195,0.000005243982,0.0003342909,1.179691e-7,0.7502737,0.0004299585,0.000007451983,0.01857224],"study_design_scores_gemma":[0.0002902149,0.0008275692,0.5350157,0.000127124,0.00001484206,0.000005972608,0.0001340806,0.0001445072,0.4632606,0.000003682941,0.0001222807,0.00005339946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950691,0.0001199337,0.0008281399,0.00006981222,0.0001266084,0.0001456381,0.000002810603,0.00001590282,0.003622044],"genre_scores_gemma":[0.9985214,0.00008502048,0.001088577,0.0001659968,0.00001777831,0.000001421254,0.000001493788,0.000005266216,0.000113068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.305029,"threshold_uncertainty_score":0.2726177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315366303741151,"score_gpt":0.385968044457237,"score_spread":0.354431414083122,"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."}}