{"id":"W2154412951","doi":"","title":"Composition of incubation solution impacts in vitro protein uptake to silicone hydrogel contact lenses.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lysozyme; Lactoferrin; Chemistry; Chromatography; Incubation; Artificial tears; Silicone hydrogel; Contact lens; Mucin; Albumin; Biochemistry; 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":[0.000434737,0.0001135734,0.0002657553,0.0001711571,0.00002369074,0.000006675749,0.00003912798,0.00008977585,0.000009937242],"category_scores_gemma":[0.00009775678,0.0001086429,0.00006591797,0.0002226849,0.00001316549,0.0002328822,0.00002130341,0.0001168032,0.00002353121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072058,"about_ca_system_score_gemma":0.00002967177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189075,"about_ca_topic_score_gemma":0.00003458234,"domain_scores_codex":[0.9988838,0.00004179623,0.0002952518,0.0001340947,0.0002276745,0.0004173477],"domain_scores_gemma":[0.9994047,0.0000177924,0.00009667115,0.0001937137,0.00006472377,0.0002223433],"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":[0.0008352511,0.0004096412,0.05222153,0.00008397683,0.00003674702,0.000004121305,0.0004056309,0.00000208737,0.9021543,0.0001608434,0.00002154462,0.04366433],"study_design_scores_gemma":[0.001003608,0.00007941347,0.5969823,0.00003668607,0.00002891119,0.000003333739,0.00003429793,0.00003265077,0.4015141,0.00001681798,0.0001945938,0.00007335758],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995985,0.0004325995,0.00018198,0.0006793897,0.00008298606,0.001993817,0.000009331738,0.00003544202,0.0005993994],"genre_scores_gemma":[0.9988799,0.000009895538,0.0001419807,0.0002714617,0.00009458682,0.0004673031,0.00005349842,0.00001592134,0.00006543013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5447608,"threshold_uncertainty_score":0.443033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206310061795252,"score_gpt":0.240740183556486,"score_spread":0.2201091773769608,"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."}}