{"id":"W4416525250","doi":"10.1016/j.ajo.2025.11.024","title":"TFOS DEWS III 管理与治疗报告","year":2025,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Waterloo","funders":"","keywords":"Eye disease; MEDLINE; Clinical Practice; Differential diagnosis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003104534,0.0006440096,0.0004841166,0.003361642,0.001765995,0.006424093,0.0009361053,0.001443351,0.09446712],"category_scores_gemma":[0.007916469,0.0002815999,0.0008752876,0.002437071,0.0009092158,0.00224432,0.002331625,0.002146276,0.03997182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004160677,"about_ca_system_score_gemma":0.009403174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03379219,"about_ca_topic_score_gemma":0.02255129,"domain_scores_codex":[0.9975864,0.000247169,0.0001857171,0.0002902617,0.001052243,0.0006382704],"domain_scores_gemma":[0.993601,0.0004621751,0.0007395654,0.001097874,0.003221046,0.000878313],"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":[0.0005728891,0.0001889762,0.01333671,0.0004205604,0.00006213485,0.000442339,0.0005812049,0.001021844,0.004893397,0.1654772,0.518652,0.2943508],"study_design_scores_gemma":[0.00002528782,0.00004576343,0.0147632,0.0002922174,0.00001845673,0.0003182585,0.0003962638,0.0005202803,0.00320326,0.01005227,0.9703415,0.00002325987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03317612,0.002314625,0.01589935,0.008440675,0.004255172,0.001054671,0.02013138,0.001376064,0.9133521],"genre_scores_gemma":[0.1066408,0.002412504,0.009905219,0.002552218,0.001596651,0.0009036122,0.01713678,0.000828474,0.8580237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09446712,"threshold_uncertainty_score":0.316024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144109485781384,"score_gpt":0.2572571472657744,"score_spread":0.2258160524079605,"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."}}