{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312064,0.0009199796,0.0009046269,0.004623655,0.0003369168,0.002171437,0.0006318471,0.00113744,0.03615982],"category_scores_gemma":[0.002514435,0.0002204619,0.0008784969,0.003071457,0.0006062545,0.002210936,0.001642414,0.001395925,0.006359899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000651074,"about_ca_system_score_gemma":0.002624538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465278,"about_ca_topic_score_gemma":0.002318366,"domain_scores_codex":[0.9996598,0.00005108362,0.00007440638,0.00006055487,0.00009839482,0.00005584351],"domain_scores_gemma":[0.9991834,0.0003218572,0.0002123926,0.00003160694,0.0001675361,0.00008321493],"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":[0.00009297841,0.00002617312,0.0003407161,0.02204539,0.00006935738,0.0003103616,0.000095774,0.0001213617,0.0006967391,0.004221681,0.07633732,0.8956421],"study_design_scores_gemma":[0.00001848679,0.00004221291,0.0008719449,0.01668561,0.0001304311,0.002006481,0.00008750713,0.0000319823,0.0002054874,0.001291957,0.9786159,0.00001206855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.000275858,0.9862735,0.0003625668,0.001291873,0.002808633,0.00002683177,0.0002075461,0.00003263071,0.00872061],"genre_scores_gemma":[0.002170355,0.9837441,0.0005889073,0.001719946,0.002841891,0.00003935608,0.0003320862,0.00001487647,0.008548534],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03615982,"threshold_uncertainty_score":0.1209666,"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."}}