{"id":"W1151339528","doi":"","title":"The Use of Confocal Microscopy to Determine the Location of Lysozyme Deposition in Conventional Hydrogel and Silicone Hydrogel Contact Lens Materials","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Silicone hydrogel; Contact lens; Confocal microscopy; Materials science; Confocal; Lens (geology); Silicone; Microscopy; Biomedical engineering; Confocal laser scanning microscopy; Self-healing hydrogels; Atomic force microscopy; Nanotechnology; Optics; Composite material; Polymer chemistry; Medicine","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":[0.0006729201,0.0001371996,0.0002960443,0.0001068944,0.0001700288,0.00002781065,0.000149863,0.00007420292,0.00001164647],"category_scores_gemma":[0.0004028428,0.0000897869,0.00003222571,0.0005645478,0.002655891,0.0002149787,0.00008326176,0.0001019804,0.000004649451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000590319,"about_ca_system_score_gemma":0.0002958483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460358,"about_ca_topic_score_gemma":0.0000813382,"domain_scores_codex":[0.9985607,0.00012386,0.0004677816,0.0002908395,0.0002918743,0.0002649331],"domain_scores_gemma":[0.9988287,0.0003370511,0.0002303306,0.0002020411,0.0003210234,0.00008086739],"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":[0.0001280195,0.0000864622,0.09990895,0.00002152265,0.00001187447,0.00002568251,0.0001546852,0.00002190529,0.8985872,0.001014097,0.000003041023,0.00003654722],"study_design_scores_gemma":[0.0004009664,0.0005246178,0.3012724,0.0001130439,0.00002159838,0.0001187579,0.00007217398,0.0003970218,0.6965976,0.0004150933,0.000007044374,0.00005967069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985041,0.0001449768,0.00001542127,0.0006653442,0.0000768722,0.0005397479,0.00001373263,0.000005866211,0.00003393193],"genre_scores_gemma":[0.9993101,0.000005597333,0.000341755,0.0002351118,0.00002030616,0.00002690264,0.00001020531,0.000007464351,0.00004253503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019896,"threshold_uncertainty_score":0.9785741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060378496345489,"score_gpt":0.3210111363725242,"score_spread":0.2804073514090692,"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."}}