{"id":"W4414370439","doi":"10.1093/braincomms/fcaf354","title":"Diagnosis and etiologic classification of optic tract lesions","year":2025,"lang":"en","type":"article","venue":"Brain Communications","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Optic tract; Optic nerve; Visual field; Optic disc; Optical coherence tomography; Optic canal; Atrophy; Lesion","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":[0.0007670617,0.000340279,0.0002852769,0.003449453,0.0004854135,0.000795996,0.0005332174,0.0003898931,0.002548738],"category_scores_gemma":[0.002900455,0.0002120034,0.0003606215,0.001328294,0.0005072576,0.0005973288,0.0006701927,0.0002944581,0.0003472031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004283742,"about_ca_system_score_gemma":0.0006933179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231386,"about_ca_topic_score_gemma":0.002363347,"domain_scores_codex":[0.9991509,0.0001811663,0.0001528859,0.0001396632,0.0002057793,0.0001694841],"domain_scores_gemma":[0.9979702,0.0003342215,0.001179927,0.00009575615,0.0002333411,0.0001865999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003324923,0.000006356968,0.9981294,0.00000759442,0.000007608063,0.0006472005,0.00002698244,0.00001392707,0.0002961367,0.00002486939,0.00003202531,0.0007746205],"study_design_scores_gemma":[0.000004697752,0.0000534473,0.9861206,0.0000305094,0.00001288385,0.01269517,0.0003206141,0.0002339423,0.0002373811,0.00007565197,0.0002099647,0.000005138219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971777,0.0009504447,0.0001739568,0.00003259925,0.00001092137,0.00002521733,0.0003625204,0.000005680107,0.001260867],"genre_scores_gemma":[0.9989462,0.0003202,0.0002096487,0.00001200419,0.00001246196,0.00001345069,0.0003793854,0.000002079992,0.0001045507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003449453,"threshold_uncertainty_score":0.008526325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107595351115526,"score_gpt":0.3856523547932156,"score_spread":0.274892819681663,"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."}}