{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009345241,0.001710386,0.001840556,0.00972622,0.0009910696,0.005251919,0.002816711,0.002311458,0.1264237],"category_scores_gemma":[0.01739927,0.0008571869,0.002346596,0.007247024,0.0006525755,0.003938025,0.003037068,0.002180929,0.0920162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003165636,"about_ca_system_score_gemma":0.0169553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006952846,"about_ca_topic_score_gemma":0.004845982,"domain_scores_codex":[0.9949259,0.0007369778,0.001064201,0.0003142999,0.00249604,0.000462583],"domain_scores_gemma":[0.9866477,0.001389947,0.002100315,0.0003883203,0.008629226,0.0008444811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000833376,0.0000206288,0.0001786627,0.008113721,0.00002835538,0.0000913368,0.00004640308,0.0001008707,0.0002528269,0.00185435,0.891902,0.09732755],"study_design_scores_gemma":[0.00001035539,0.00001539786,0.0004370808,0.005764877,0.00002106449,0.00006810825,0.00003125556,0.000009675791,0.00009104812,0.0003041234,0.9932411,0.000005994661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001053174,0.4448818,0.004121337,0.05806487,0.1091608,0.005808373,0.07179558,0.001254042,0.3038601],"genre_scores_gemma":[0.005474003,0.6405702,0.005504766,0.01965459,0.02962897,0.00831577,0.08836463,0.0007104845,0.2017767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1264237,"threshold_uncertainty_score":0.4229294,"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."}}