{"id":"W2331843565","doi":"10.1097/00003226-200210000-00007","title":"Use of the Dry Eye Questionnaire to Measure Symptoms of Ocular Irritation in Patients With Aqueous Tear Deficient Dry Eye","year":2002,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Evening; Dryness; Irritation; Ophthalmology; Morning; Dry eyes; Massage; Dermatology; Internal medicine; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006862571,0.0003588993,0.0004828051,0.000838724,0.0001939173,0.0002763157,0.0001844853,0.0003059466,0.001446472],"category_scores_gemma":[0.003119159,0.0001247949,0.0003137777,0.0004994805,0.000143837,0.0003062822,0.0002816869,0.0003462125,0.000259451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736958,"about_ca_system_score_gemma":0.000162012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958093,"about_ca_topic_score_gemma":0.0022052,"domain_scores_codex":[0.999529,0.0001238971,0.00009188389,0.00006686002,0.0001290067,0.00005933143],"domain_scores_gemma":[0.9984056,0.0003304927,0.0007386179,0.00004974868,0.000271143,0.0002043943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517112,0.00007542082,0.995425,0.00003682334,0.00004947247,0.0001068844,0.00009984949,0.00004153345,0.0006502246,0.000006766881,0.0002088655,0.003147497],"study_design_scores_gemma":[0.00002395594,0.00027021,0.9988644,0.000005845382,0.00001194698,0.0003798849,0.00006754181,0.0001175116,0.00007140419,0.000003537028,0.0001802074,0.000003684067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982274,0.0003217481,0.0001512233,0.00005029071,0.00001227042,0.00006884762,0.0006016385,0.000008273128,0.0005582232],"genre_scores_gemma":[0.9987619,0.00009075608,0.0002685237,0.00004711692,0.00001072057,0.00005462996,0.000590625,0.000001101208,0.0001746439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001958093,"threshold_uncertainty_score":0.004839003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381789841585299,"score_gpt":0.2149668039815326,"score_spread":0.2011489055656796,"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."}}