{"id":"W1976774962","doi":"10.1097/opx.0b013e31818e8ad6","title":"Imaging Protein Deposits on Contact Lens Materials","year":2008,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Research Council Canada; Canada Foundation for Innovation","keywords":"Lysozyme; Contact lens; Materials science; Monolayer; Lens (geology); Scanning electron microscope; Methacrylate; (Hydroxyethyl)methacrylate; Contact angle; Silicone hydrogel; Chemical engineering; Atomic force microscopy; Deposition (geology); Silicone; Chemistry; Nanotechnology; Biomedical engineering; Optics; Composite material; Polymer; Copolymer; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000210559,0.0004460268,0.0001708418,0.0003614245,0.0001726185,0.0002519522,0.0003098197,0.0004412683,0.001254627],"category_scores_gemma":[0.000277244,0.0001666205,0.0001691972,0.0002057779,0.0002321406,0.0003406446,0.0002174152,0.000292172,0.0003046708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181813,"about_ca_system_score_gemma":0.000180788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005660022,"about_ca_topic_score_gemma":0.0008854361,"domain_scores_codex":[0.9998226,0.00001954418,0.00001248463,0.00004030846,0.00008498226,0.00002007601],"domain_scores_gemma":[0.9996911,0.0001027353,0.00008330686,0.00002659508,0.00007063819,0.00002557063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000133003,0.00000453531,0.0002226605,0.000032704,0.000001758209,0.00002375494,0.000007683624,0.00001433402,0.9990053,0.000005858412,0.000004791009,0.0006633698],"study_design_scores_gemma":[0.00000324488,0.0001077481,0.005322257,0.000004037655,0.000007126263,0.00017499,0.00002207375,0.0004496429,0.9935675,0.000008850503,0.0003301733,0.000002492203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861565,0.001814381,0.01074195,0.00004600688,0.00002163672,0.00004113927,0.0001194431,0.00007886971,0.0009801083],"genre_scores_gemma":[0.9784443,0.001287833,0.01812957,0.00006639414,0.00001343783,0.00003942158,0.0001599709,0.00002217939,0.001836912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001254627,"threshold_uncertainty_score":0.004197121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738642170624682,"score_gpt":0.3708306835688905,"score_spread":0.3534442618626437,"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."}}