{"id":"W2159786739","doi":"10.1016/s1367-0484(02)00033-4","title":"In vitro evaluation of the dehydration characteristics of silicone hydrogel and conventional hydrogel contact lens materials","year":2002,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dehydration; Relative humidity; Materials science; Silicone hydrogel; Water content; Self-healing hydrogels; Contact lens; Osmotic dehydration; Silicone; Environmental chamber; Chemistry; Composite material; Polymer chemistry; Meteorology; Ophthalmology; Biochemistry; Medicine","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":[0.0003220267,0.0003102432,0.000174881,0.0001484453,0.0001325461,0.0001358024,0.0001222999,0.0001767679,0.0007553142],"category_scores_gemma":[0.0003774285,0.0001434994,0.0002361248,0.0001864921,0.0001509892,0.0003444975,0.0001393332,0.0002287174,0.00009256817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851689,"about_ca_system_score_gemma":0.0001442868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008406282,"about_ca_topic_score_gemma":0.002053137,"domain_scores_codex":[0.9998435,0.00002950462,0.00001553382,0.00002152355,0.00005407646,0.00003587383],"domain_scores_gemma":[0.9995709,0.0002055286,0.00007729404,0.00002832552,0.00008723284,0.00003071895],"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":[0.0001266375,0.00003350984,0.0001897195,0.00004832616,0.000004049114,0.00003079045,0.00003107343,0.00008012006,0.998736,0.00001634246,0.000006450023,0.000696948],"study_design_scores_gemma":[0.000004047772,0.0005291697,0.002821376,0.000003152522,0.00001138297,0.00005393144,0.00003867647,0.0003847255,0.995882,0.000006586179,0.0002617024,0.000003300961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961428,0.001465439,0.001414462,0.0000145751,0.00002436556,0.00002452767,0.00009459654,0.000006690754,0.0008125504],"genre_scores_gemma":[0.9954379,0.0009215237,0.002132786,0.00001905155,0.00001086081,0.00001508745,0.0001481148,0.000006755536,0.001307975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008406282,"threshold_uncertainty_score":0.00252676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324199827038157,"score_gpt":0.2634230026789617,"score_spread":0.2401810044085801,"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."}}