{"id":"W4403658712","doi":"10.2147/opth.s482568","title":"Investigation of Delefilcon A Contact Lenses for Symptomatic Daily Disposable Contact Lens Wearers with Dry Eye Disease: A Prospective Comparative Study","year":2024,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Santen; CooperVision","keywords":"Medicine; Contact lens; Ophthalmology; Optometry; Dry eyes","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":[0.001103166,0.000289384,0.0004870814,0.0004774491,0.0003169142,0.0003695053,0.0002006641,0.0004345315,0.001581511],"category_scores_gemma":[0.001952876,0.0001566479,0.0005221606,0.0004327864,0.0002141922,0.0004024131,0.0001773825,0.0002150839,0.0002063985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957633,"about_ca_system_score_gemma":0.0002122934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005125485,"about_ca_topic_score_gemma":0.0008314914,"domain_scores_codex":[0.9994936,0.0001621707,0.00008275872,0.00008988104,0.0001251395,0.00004646516],"domain_scores_gemma":[0.9984707,0.0004989547,0.0005288541,0.0000782019,0.0001854131,0.0002378022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04002434,0.007706816,0.9053507,0.0007576028,0.000633994,0.001069962,0.001257389,0.0001097158,0.006689444,0.00005646843,0.0001215066,0.03622209],"study_design_scores_gemma":[0.001418445,0.1040887,0.8896703,0.00003980316,0.0003943774,0.001796129,0.0007246652,0.0001817953,0.0009572511,0.00001900728,0.0006855808,0.00002381724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994288,0.0003862167,0.00002623772,0.0000031831,0.000002284468,0.00002226075,0.00002413065,8.801792e-7,0.0001058839],"genre_scores_gemma":[0.9994861,0.0002226768,0.00009098826,0.00001721595,0.00001009336,0.00002045473,0.00007868485,4.50181e-7,0.00007324287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001581511,"threshold_uncertainty_score":0.005834162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08252669479419827,"score_gpt":0.3937913656312412,"score_spread":0.311264670837043,"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."}}