{"id":"W2739359388","doi":"10.1016/j.jtos.2017.05.003","title":"TFOS DEWS II Epidemiology Report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2556,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Allergan; CooperVision; Research to Prevent Blindness","keywords":"Epidemiology; Medicine; Demography; Incidence (geometry); Natural history; Disease; Environmental health; Ethnic group; Prevalence; Socioeconomic status; Gerontology; Population; Pathology; Internal medicine","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":[0.0007822265,0.0008724457,0.0009373785,0.01113775,0.0003244467,0.001165944,0.0005244791,0.0006710226,0.0100908],"category_scores_gemma":[0.003058514,0.0003306466,0.001405705,0.009528023,0.0002964061,0.001376276,0.001264412,0.0006700018,0.001249405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009463433,"about_ca_system_score_gemma":0.004966162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436916,"about_ca_topic_score_gemma":0.01609558,"domain_scores_codex":[0.9993297,0.00006957203,0.0002574851,0.00009401987,0.0001549278,0.00009448972],"domain_scores_gemma":[0.9989871,0.0002388359,0.0004452124,0.00003408783,0.0002176012,0.00007725575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002416484,0.00008531148,0.03896048,0.05898412,0.001048962,0.001155119,0.0004833552,0.0003140284,0.0006293808,0.00377877,0.1218054,0.7725133],"study_design_scores_gemma":[0.00005706366,0.00007655159,0.08750486,0.1035848,0.002254216,0.0065378,0.00114547,0.0001036545,0.0003554333,0.001325023,0.7970006,0.00005456718],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003273821,0.9786542,0.0005094957,0.001352332,0.001097576,0.0001491333,0.006321836,0.00003678594,0.008604879],"genre_scores_gemma":[0.0144098,0.9744326,0.0008216209,0.0008131837,0.0005834958,0.0001302267,0.005681666,0.00001160104,0.003115846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01436916,"threshold_uncertainty_score":0.03375709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223728793613934,"score_gpt":0.4435581585990984,"score_spread":0.2198293649851644,"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."}}