{"id":"W4309014873","doi":"10.2147/opth.s370151","title":"Short-Term Fit Assessment of a Novel Daily Disposable, Toric, Silicone Hydrogel Contact Lens","year":2022,"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":"","funders":"University of Waterloo","keywords":"Contact lens; Silicone hydrogel; Medicine; Term (time); Ophthalmology; Optometry; Silicone; Lens (geology); Biomedical engineering; Optics; Composite material; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008365642,0.0003818466,0.0003706065,0.0003984582,0.0002621301,0.0004949786,0.0002576753,0.000396314,0.00141526],"category_scores_gemma":[0.002337243,0.0001596382,0.0004237844,0.0002564391,0.0001623974,0.0004304233,0.0003053544,0.0003291134,0.0002456878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050073,"about_ca_system_score_gemma":0.0002042265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002274,"about_ca_topic_score_gemma":0.001525123,"domain_scores_codex":[0.9995856,0.00007115023,0.00004503143,0.00005678035,0.0002121335,0.00002935081],"domain_scores_gemma":[0.9984598,0.0002233782,0.0007006545,0.00008760372,0.0003112357,0.0002172369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01374547,0.003791054,0.8152378,0.0005195021,0.0004360518,0.00075732,0.001080308,0.0005314699,0.08783764,0.00003555045,0.0003430848,0.07568479],"study_design_scores_gemma":[0.00007295197,0.02844439,0.9616493,0.00001512368,0.0001566129,0.001145161,0.0003408076,0.001064773,0.006539722,0.00001095908,0.0005366094,0.00002365124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996299,0.00009109825,0.0000875598,0.000003841731,0.000002093253,0.0000177372,0.00003838462,0.000002971605,0.0001264553],"genre_scores_gemma":[0.9992533,0.00007030235,0.0002084345,0.00001709902,0.000005106721,0.00002086207,0.0001190182,0.000002134484,0.0003036431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00141526,"threshold_uncertainty_score":0.004734516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117029416138374,"score_gpt":0.4165369146773241,"score_spread":0.3048339730634868,"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."}}