{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002395436,0.0002537525,0.000168171,0.0002607499,0.00009421388,0.000286584,0.0001498724,0.0002123333,0.001002325],"category_scores_gemma":[0.0005044977,0.0001066163,0.0002190981,0.0001925404,0.0001407483,0.0004340136,0.000141383,0.0002833828,0.0001660451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281817,"about_ca_system_score_gemma":0.0001757112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403982,"about_ca_topic_score_gemma":0.001304839,"domain_scores_codex":[0.999691,0.00003689552,0.00003247991,0.00005785469,0.0001321736,0.00004958607],"domain_scores_gemma":[0.9994354,0.000166688,0.0001851048,0.00004647841,0.0001148447,0.00005148185],"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":[0.0001112793,0.00002083304,0.0009090764,0.00004417443,0.000006114771,0.00003117821,0.00003256752,0.00001795104,0.9971036,0.000005918308,0.000008268181,0.001709036],"study_design_scores_gemma":[0.00001094858,0.001202477,0.01997748,0.0000101697,0.00002152406,0.0001308497,0.00005827918,0.0004858384,0.977817,0.000006183158,0.0002704142,0.000008717089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997033,0.001303167,0.001114436,0.0000123195,0.000007974395,0.00001657454,0.00008155802,0.00001402273,0.0004169233],"genre_scores_gemma":[0.9961681,0.0005969149,0.001848436,0.00001253259,0.000007919803,0.00002193108,0.0001938192,0.00001129986,0.001139006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001403982,"threshold_uncertainty_score":0.003353059,"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."}}