{"id":"W1005756288","doi":"","title":"Proteoglycan 4 (lubricin) Enhances the Wettability Of Model Conventional And Silicone Hydrogel Contact Lenses","year":2012,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"Silicone hydrogel; Wetting; Proteoglycan; Silicone; Materials science; Biomedical engineering; Chemistry; Ophthalmology; Composite material; Contact lens; Extracellular matrix; Medicine; Biochemistry","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":[0.0006463053,0.0001529857,0.0001948418,0.00007595505,0.0003491654,0.00001796729,0.0001964729,0.00006124328,0.00006998253],"category_scores_gemma":[0.0002796955,0.0001129435,0.00004356496,0.0003661118,0.002796737,0.0006783739,0.0000571154,0.0001876342,0.00001029924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006600373,"about_ca_system_score_gemma":0.0001163544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113319,"about_ca_topic_score_gemma":0.000006367062,"domain_scores_codex":[0.9988389,0.00007447512,0.0002749608,0.0002280159,0.0002452298,0.000338428],"domain_scores_gemma":[0.9991675,0.0002709097,0.00009153378,0.0001537111,0.0001511505,0.0001651665],"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":[0.00000806746,0.00007023171,0.05924366,0.00001867527,0.00001853912,9.05316e-7,0.001551897,0.0009729759,0.9370571,0.000982757,0.00002628298,0.0000488994],"study_design_scores_gemma":[0.0001206394,0.0001985773,0.1465132,0.00002617261,0.00001647736,0.0001050133,0.0005945884,0.03466339,0.8137031,0.003872784,0.00002801761,0.000158046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977468,0.0002286119,0.0001292817,0.0001027205,0.0003391814,0.000260146,0.00001245542,0.00004479687,0.001135959],"genre_scores_gemma":[0.9992156,0.00001069496,0.0005546544,0.0000250918,0.0000417654,0.00004647605,0.000001570527,0.000008649141,0.00009548528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123354,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059705514495416,"score_gpt":0.3164421605292196,"score_spread":0.2758451053842655,"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."}}