{"id":"W2743670010","doi":"10.1016/j.jtos.2017.08.003","title":"TFOS DEWS II Report Executive Summary","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":840,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Allergan; University of Waterloo; Carl Zeiss Meditec AG; Sun Pharma; CooperVision","keywords":"Medicine; Ophthalmology; Optometry","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"],"consensus_categories":[],"category_scores_codex":[0.001343875,0.0008401457,0.003131186,0.00008027919,0.000780665,0.00009885262,0.0009071623,0.0006336751,0.0001192903],"category_scores_gemma":[0.0003489172,0.0005087107,0.001820446,0.0002110128,0.0002312591,0.0001254175,0.0005904905,0.00127986,0.0006966189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073343,"about_ca_system_score_gemma":0.001059936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001540342,"about_ca_topic_score_gemma":0.00001952749,"domain_scores_codex":[0.9964454,0.0003455509,0.0009360699,0.0008571479,0.0007417023,0.0006741626],"domain_scores_gemma":[0.9940434,0.0001472796,0.001022711,0.004339041,0.0001878519,0.0002597207],"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":[0.00008506481,0.0003592662,0.0003343151,0.01409307,0.00484825,0.01713278,0.0003875799,0.000003659766,0.00002304213,0.0004195886,0.0264941,0.9358193],"study_design_scores_gemma":[0.0003203596,0.0001138701,0.00001727043,0.01174606,0.004406797,0.001037724,0.00003849121,0.00000431037,0.00002014659,0.00003207522,0.9817292,0.0005336685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001662687,0.9623085,0.00003890474,0.0005067618,0.0006687857,0.002209765,0.0000394149,0.0001431045,0.03391847],"genre_scores_gemma":[0.00002305185,0.8882604,0.0002413333,0.0001772752,0.00030236,0.00004443873,0.0002742563,0.0001630751,0.1105138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9552351,"threshold_uncertainty_score":0.9997364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08951290915714374,"score_gpt":0.3745843896084401,"score_spread":0.2850714804512964,"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."}}