{"id":"W2920334351","doi":"10.1097/opx.0000000000001351","title":"Uptake and Release of Polyvinyl Alcohol from Hydrogel Daily Disposable Contact Lenses","year":2019,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polyvinyl alcohol; Contact lens; Polyvinyl chloride; Chemistry; Materials science; Chromatography; Medicine; Composite material; Ophthalmology","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":[0.0003745414,0.0001131503,0.0002810591,0.0001890936,0.0001018167,0.00004918715,0.000113111,0.00005660066,0.0001452535],"category_scores_gemma":[0.000131387,0.0000854684,0.00004151129,0.0005829119,0.0002094771,0.0004094965,0.0001098138,0.0001088585,0.00004023643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001315379,"about_ca_system_score_gemma":0.0000763928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026428,"about_ca_topic_score_gemma":9.685053e-7,"domain_scores_codex":[0.9987474,0.00001250276,0.0001945868,0.0003949661,0.0004346571,0.0002158558],"domain_scores_gemma":[0.9991587,0.0001051924,0.00007838605,0.0003582082,0.00008444389,0.0002150659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001254542,0.0000527147,0.5255619,0.00003357732,0.000009709254,0.000006560361,0.0001015313,2.90133e-7,0.4648596,0.0001258861,0.00001088579,0.009111799],"study_design_scores_gemma":[0.001581989,0.0006502364,0.8923557,0.0002538098,0.00003946142,0.000009319791,0.0004159957,0.0009328213,0.1020472,0.00003892242,0.001543426,0.0001311899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996578,0.001265042,0.00004726476,0.0001738951,0.0001080268,0.000173703,0.00001837606,0.00001596482,0.001619704],"genre_scores_gemma":[0.9982126,0.0002400681,0.0006126431,0.0002886352,0.00001794329,9.172429e-7,0.000003730953,0.000006906507,0.0006165295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3667937,"threshold_uncertainty_score":0.3485301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231624406162857,"score_gpt":0.3554183443821488,"score_spread":0.3431021003205202,"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."}}