{"id":"W2738794130","doi":"10.1016/j.jtos.2017.05.005","title":"TFOS DEWS II Introduction","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":286,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Allergan; Sun Pharma; Alcon; Carl Zeiss Meditec AG; Johnson and Johnson Vision Care; Novartis; University of Waterloo; Allergan Foundation; Shire","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008246813,0.0005650909,0.002015604,0.00006487189,0.0006634964,0.00008884344,0.0006097397,0.0004283448,0.0002927689],"category_scores_gemma":[0.0001947537,0.0003360441,0.001105034,0.0001728662,0.0001388346,0.0001050827,0.0002852969,0.0009550942,0.001591354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534277,"about_ca_system_score_gemma":0.0004009876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005093469,"about_ca_topic_score_gemma":0.000009494672,"domain_scores_codex":[0.9976922,0.0002583333,0.0005260275,0.0006003226,0.0004681287,0.0004549873],"domain_scores_gemma":[0.996202,0.00005363614,0.0004920787,0.002990325,0.0001144649,0.000147521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002135286,0.00009616277,0.000022409,0.00519014,0.0009608325,0.0001109825,0.00008583412,0.000003895107,0.00001705269,0.000343349,0.006520843,0.9866272],"study_design_scores_gemma":[0.0002524403,0.0001090548,0.00000868852,0.003292445,0.00330247,0.0001316192,0.0000170178,0.000007672265,0.00002258943,0.00002437606,0.9924904,0.0003412335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002515072,0.9926098,0.0000482303,0.001947734,0.0009888479,0.001502571,0.00001393733,0.0001174175,0.002519972],"genre_scores_gemma":[0.00003533385,0.9725668,0.0002214695,0.0001206039,0.001394881,0.00002632714,0.0001308074,0.000119655,0.02538414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862859,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08331411495324843,"score_gpt":0.3661297964662181,"score_spread":0.2828156815129697,"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."}}