{"id":"W817016081","doi":"","title":"PRG4 as a Natural Boundary Lubricant for Commercial Silicone Hydrogel Contact Lenses","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Silicone hydrogel; Lubricant; Materials science; Silicone oil; Silicone; Composite material; Natural (archaeology); Contact lens; Optics; Physics; Geology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003061071,0.0003194259,0.000390351,0.0001715979,0.000524232,0.0001474313,0.0005487499,0.00009513465,0.0003171654],"category_scores_gemma":[0.0005545003,0.0002694218,0.00009274718,0.0005911079,0.003820389,0.0008190967,0.0001430459,0.0002917316,0.0001883889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636302,"about_ca_system_score_gemma":0.0002951498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003654412,"about_ca_topic_score_gemma":0.000006302141,"domain_scores_codex":[0.9979987,0.00004347253,0.0003133357,0.0005145046,0.000307359,0.0008226132],"domain_scores_gemma":[0.998675,0.0004106476,0.00009342147,0.0002153563,0.0002423504,0.0003632371],"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":[0.00002077993,0.00009309361,0.00292408,0.00003090646,0.00007249681,0.00005400827,0.001306355,0.00002336717,0.98959,0.001366445,0.001176615,0.003341786],"study_design_scores_gemma":[0.001032411,0.001886281,0.2167768,0.0001087776,0.0000284759,0.0004704696,0.0008245914,0.01018991,0.7364663,0.02963948,0.001556677,0.001019697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934633,0.0002593948,0.000008742222,0.0003244058,0.000819987,0.0007311252,0.00004845372,0.0001675874,0.004176955],"genre_scores_gemma":[0.9984338,0.000005973683,0.0004978305,0.0004066537,0.0001634043,0.0002602084,0.0000139934,0.00003387907,0.0001842897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2531237,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290782208845026,"score_gpt":0.2958895117071175,"score_spread":0.2729816896186672,"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."}}