{"id":"W4390439992","doi":"10.1016/j.clae.2023.102104","title":"Impact of in vitro lens deposition and removal on bacterial adhesion to orthokeratology contact lenses","year":2023,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lysozyme; Contact lens; Chemistry; Adhesion; Biofilm; Pseudomonas aeruginosa; Staphylococcus aureus; Chromatography; Lens (geology); Acrylate; Microbiology; Bacteria; Biochemistry; Monomer; Organic chemistry; Polymer; 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":[0.0001492879,0.0002508825,0.0007068092,0.0003285785,0.00006586315,0.00003052434,0.00004552572,0.000155815,0.00003890524],"category_scores_gemma":[0.00007444484,0.000203801,0.0001538043,0.0002112582,0.00003211666,0.00014839,0.00005759418,0.0001739694,0.00002223842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806905,"about_ca_system_score_gemma":0.00006726031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003557418,"about_ca_topic_score_gemma":0.0001079402,"domain_scores_codex":[0.9986309,0.00008322236,0.0003859714,0.0003843323,0.0001449471,0.0003706286],"domain_scores_gemma":[0.999382,0.00008534436,0.00009505678,0.0002363839,0.00006283752,0.0001383569],"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":[0.003659822,0.00007922477,0.1689914,0.00006862148,0.00005902923,0.0005701511,0.0003076779,2.441574e-7,0.8183441,0.00003846164,0.00001816477,0.007863198],"study_design_scores_gemma":[0.003173337,0.004370331,0.9127364,0.000634605,0.00006126241,0.00008969883,0.0001499363,0.00007164758,0.07797123,0.000004026042,0.0005248818,0.0002126434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982995,0.0002574222,0.000007446359,0.0004993372,0.0001732419,0.000434631,0.00006965997,0.00005399796,0.0002047016],"genre_scores_gemma":[0.9985603,0.0007855162,0.00006618018,0.0003255428,0.00008397626,0.000009764551,0.00005163731,0.00002992678,0.00008716342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.743745,"threshold_uncertainty_score":0.8310764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683362638457732,"score_gpt":0.2915337752540601,"score_spread":0.2747001488694828,"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."}}