{"id":"W2319815993","doi":"10.1097/00003226-200108000-00011","title":"Characterization of Ocular Surface Symptoms From Optometric Practices in North America","year":2001,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Medicine; Evening; Population; Optometry; Dry eyes; Ophthalmology; Dryness; Surgery","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":[0.0003073387,0.0002096279,0.0002784023,0.001169365,0.0006427761,0.0005572562,0.0002912142,0.000312533,0.001142636],"category_scores_gemma":[0.001791778,0.0001660872,0.0001533681,0.001216437,0.0004391506,0.0002898719,0.0004995633,0.0002230758,0.0001515261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123126,"about_ca_system_score_gemma":0.001040774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06173004,"about_ca_topic_score_gemma":0.08532239,"domain_scores_codex":[0.9993978,0.0001270883,0.00005915093,0.0001028831,0.0002065228,0.0001066997],"domain_scores_gemma":[0.9984006,0.0002163505,0.0007650277,0.00004992466,0.0003084183,0.0002596756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002133241,0.00002016467,0.9965597,0.00001437994,0.000009734923,0.0001610271,0.0007532156,0.00000966297,0.0004644567,0.000005614328,0.0001080829,0.001872674],"study_design_scores_gemma":[0.000001392141,0.00002498458,0.9989718,0.000004187709,0.000003314918,0.0003019431,0.0005051799,0.00002190224,0.00002745928,0.000002185199,0.0001344898,0.000001200754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994394,0.0001084057,0.00002626539,0.00002634404,0.000001730617,0.000007678295,0.00009379,0.000001878506,0.000294382],"genre_scores_gemma":[0.9995579,0.0000796793,0.00005341361,0.00005008627,0.000005473315,0.000009468817,0.0001479484,0.000001118491,0.00009490048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06173004,"threshold_uncertainty_score":0.1227415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959077411495159,"score_gpt":0.2725226230004621,"score_spread":0.2529318488855106,"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."}}