{"id":"W2745543165","doi":"10.1097/opx.0000000000001114","title":"Lipid Deposition on Contact Lenses when Using Contemporary Care Solutions","year":2017,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"CLs upper limits; Contact lens; Lens (geology); Chemistry; Cholesterol; Medicine; Ophthalmology; Biochemistry; Optics; Physics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003258109,0.0001038503,0.0001712941,0.0002072966,0.001641474,0.0002751614,0.0001636464,0.00005710176,0.00001877455],"category_scores_gemma":[0.0001931021,0.00008282575,0.00005083398,0.0001509831,0.0002924429,0.0007245025,0.0001205092,0.0001264959,0.00001932577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005807645,"about_ca_system_score_gemma":0.0001536656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008042946,"about_ca_topic_score_gemma":0.000001779699,"domain_scores_codex":[0.9989101,0.00002012334,0.0001292716,0.0003292668,0.00039075,0.0002205324],"domain_scores_gemma":[0.9990284,0.00003749237,0.0001000633,0.0004923307,0.0001678568,0.0001738555],"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":[0.0003211172,0.0001665348,0.4754424,0.000120829,0.00002274541,0.00007283415,0.0009220847,0.000003043086,0.4776359,0.0008315165,0.00009640585,0.0443646],"study_design_scores_gemma":[0.001829901,0.001518356,0.9214268,0.001007928,0.00005496846,0.0000441169,0.001517021,0.001953464,0.06820082,0.00003117586,0.002132575,0.0002828243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900455,0.0005852272,0.0007448262,0.0004999657,0.0002648184,0.0001660441,0.000007638338,0.00002592287,0.007660076],"genre_scores_gemma":[0.9985102,0.00004254488,0.0008978797,0.0003551074,0.00007602876,0.000001500187,0.000003231148,0.000006377231,0.0001071283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4459845,"threshold_uncertainty_score":0.9996582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05637523561772798,"score_gpt":0.4293525168827079,"score_spread":0.3729772812649799,"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."}}