{"id":"W4414459385","doi":"10.1016/j.ajo.2025.09.035","title":"TFOS DEWS III: Executive Summary","year":2025,"lang":"en","type":"review","venue":"American Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"CooperVision; AbbVie; Tear Film and Ocular Surface Society","keywords":"Executive summary; Clinical Practice; Quarter (Canadian coin); MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0181943,0.002153018,0.003252239,0.007478942,0.0009887211,0.00604886,0.00317942,0.003327867,0.06004394],"category_scores_gemma":[0.0225495,0.000895774,0.003270956,0.006986221,0.000756092,0.003584272,0.003167313,0.003068177,0.03189046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003685751,"about_ca_system_score_gemma":0.02012067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004534181,"about_ca_topic_score_gemma":0.004567119,"domain_scores_codex":[0.9945523,0.001220014,0.001496918,0.0003411453,0.001968044,0.000421464],"domain_scores_gemma":[0.9817194,0.002277369,0.004468712,0.0003635968,0.00978112,0.001389761],"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":[0.000292325,0.00003564086,0.0002329319,0.04298217,0.0001239533,0.00007864928,0.00005744525,0.0001710774,0.0003081297,0.001592631,0.8025216,0.1516035],"study_design_scores_gemma":[0.00009883783,0.00006387782,0.0007760468,0.038029,0.0001690045,0.00007175925,0.00005015172,0.00003031649,0.0001083645,0.000678192,0.959909,0.00001540215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000628022,0.6918225,0.002689876,0.07956848,0.1407715,0.006408565,0.02124881,0.0004624431,0.05639981],"genre_scores_gemma":[0.002835012,0.8368015,0.004209785,0.03967098,0.0376542,0.007598497,0.02140505,0.0002698985,0.04955504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06004394,"threshold_uncertainty_score":0.2008669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127283140552764,"score_gpt":0.3594122911854092,"score_spread":0.3281394597798816,"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."}}