{"id":"W2580641274","doi":"","title":"Mixed model analysis of corneal deswelling following overnight wear of silicone hydrogel lenses","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Silicone hydrogel; Silicone; Ophthalmology; Self-healing hydrogels; Materials science; Polymer chemistry; Composite material; Medicine; Contact lens","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":[0.00543806,0.0007061632,0.001021037,0.0004726109,0.000380332,0.001268946,0.00122522,0.0007573864,0.006834812],"category_scores_gemma":[0.01211129,0.0003380801,0.002868873,0.0004357371,0.0002359177,0.0004683787,0.0006699053,0.0009212958,0.0005095816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134666,"about_ca_system_score_gemma":0.001288444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0205742,"about_ca_topic_score_gemma":0.01705538,"domain_scores_codex":[0.9977365,0.001166518,0.0001309143,0.000430257,0.0002221808,0.000313587],"domain_scores_gemma":[0.9857081,0.01196258,0.000652956,0.0007353832,0.0006601155,0.0002808481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0561721,0.003956202,0.6273628,0.001143979,0.01423219,0.00135732,0.002182236,0.08506662,0.01756323,0.00630678,0.006423161,0.1782334],"study_design_scores_gemma":[0.0004486392,0.00809078,0.6036615,0.00009885313,0.002927323,0.0003471867,0.001188587,0.3729001,0.004726578,0.001968125,0.00343917,0.0002031732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844429,0.0004381483,0.01209006,0.0001313088,0.0001359663,0.00008571432,0.002074077,0.00007612685,0.0005256157],"genre_scores_gemma":[0.9908216,0.0001272116,0.003200321,0.00004224703,0.00005272013,0.0001830895,0.001835484,0.00003024533,0.003707015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205742,"threshold_uncertainty_score":0.04090893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593276429075937,"score_gpt":0.3471592205038815,"score_spread":0.2912264562131222,"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."}}