{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003673276,0.0004556896,0.004691331,0.0006182427,0.00004680835,0.00001182312,0.0003874793,0.0002545547,0.0002140238],"category_scores_gemma":[0.0002101049,0.0003323622,0.001481369,0.000654833,0.0003259991,0.00005809895,0.0001064579,0.001217118,0.00003877974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995015,"about_ca_system_score_gemma":0.002109908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004438568,"about_ca_topic_score_gemma":2.464831e-7,"domain_scores_codex":[0.9973293,0.000462734,0.001206908,0.0003048016,0.000285931,0.0004103063],"domain_scores_gemma":[0.9967263,0.0005551723,0.001702361,0.0004697636,0.0002903967,0.0002559477],"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":[0.0002114386,0.0001949319,0.0006214353,0.00350917,0.001977339,0.02622713,0.0000647476,1.603416e-7,0.000001137203,0.00006290797,0.001672032,0.9654576],"study_design_scores_gemma":[0.0005741859,0.002967917,0.00006591604,0.01746021,0.003864279,0.07402892,0.0003084229,1.811207e-7,0.000002012082,0.00002617662,0.9004186,0.0002831361],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006211249,0.975989,0.0000412873,0.0001345453,0.0006299504,0.0003679749,0.00001470041,0.000009207871,0.02219214],"genre_scores_gemma":[0.0005013905,0.9909986,0.000752031,0.0001728655,0.0003280409,0.00001154735,0.00002049146,0.00004737947,0.007167607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9651744,"threshold_uncertainty_score":0.9999129,"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."}}