{"id":"W2054907868","doi":"10.1097/00140068-200301001-00028","title":"Dryness and Discomfort with Silicone Hydrogel Contact Lenses","year":2003,"lang":"en","type":"article","venue":"Eye & Contact Lens Science & Clinical Practice","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dryness; Silicone hydrogel; Asymptomatic; Medicine; Contact lens; Ophthalmology; Lens (geology); Visual analogue scale; Optometry; Surgery; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004533179,0.0004567029,0.0009789097,0.0001710498,0.0005696416,0.0002457374,0.0003363989,0.0002177682,0.0001259056],"category_scores_gemma":[0.00808922,0.0003370771,0.000208116,0.0007922678,0.0009919817,0.002774486,0.0001187013,0.001126911,0.0001043356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307346,"about_ca_system_score_gemma":0.001532126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002012858,"about_ca_topic_score_gemma":0.00008649175,"domain_scores_codex":[0.9952019,0.0003086742,0.0009903557,0.001279149,0.001253354,0.0009666042],"domain_scores_gemma":[0.9948233,0.002275624,0.0005247724,0.001143809,0.0004518119,0.000780639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002587786,0.00206239,0.9154381,0.00008177695,0.0003596924,0.001268787,0.0005030572,0.000004075535,0.03066831,0.03870347,0.00009562906,0.008226981],"study_design_scores_gemma":[0.01355963,0.01514738,0.6078625,0.0007001147,0.002061835,0.00104323,0.005637559,0.000325979,0.01252873,0.0002715789,0.3390636,0.001797813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624041,0.000757023,0.0003617836,0.003009613,0.0004842837,0.000800533,0.000006714488,0.0001292849,0.03204669],"genre_scores_gemma":[0.9889275,0.0006079259,0.00207281,0.007230246,0.0001479846,0.00002109339,0.000005950931,0.00004935751,0.0009371653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.338968,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896796413507324,"score_gpt":0.3757892979388551,"score_spread":0.3368213338037819,"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."}}