{"id":"W4401007515","doi":"10.1016/j.xops.2024.100577","title":"Retinal Microstructural Changes Reflecting Treatment-Associated Cognitive Dysfunction in Patients with Lower-Grade Gliomas","year":2024,"lang":"en","type":"article","venue":"Ophthalmology Science","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute; University of California Davis School of Medicine; University of California, Davis","keywords":"Medicine; Retinal; Montreal Cognitive Assessment; Ophthalmology; Glioma; Visual acuity; Nerve fiber layer; Apolipoprotein E; Internal medicine; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002782277,0.0003611107,0.0003037908,0.0006145278,0.0003997702,0.0004172078,0.0001814006,0.0003926381,0.001305799],"category_scores_gemma":[0.0009586758,0.0001837404,0.0002579243,0.0005733879,0.0002262322,0.0003013202,0.0002267742,0.0003185172,0.0001344317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003798938,"about_ca_system_score_gemma":0.0001767563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086245,"about_ca_topic_score_gemma":0.004927946,"domain_scores_codex":[0.9998092,0.00002924619,0.00002147776,0.0000552089,0.00003631006,0.00004850569],"domain_scores_gemma":[0.9991798,0.00007342377,0.0005448059,0.00003383798,0.00006038604,0.0001076808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003419865,0.00004813312,0.9977069,0.000005897497,0.00002570872,0.0001486664,0.00003153788,0.00002141985,0.0004995716,0.000006852721,0.00003630666,0.001127055],"study_design_scores_gemma":[0.000009149644,0.0001355743,0.9991826,0.000001487456,0.00001127493,0.0004517864,0.00004079137,0.00004431884,0.00006903237,0.00001044318,0.00004178935,0.000001693743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997039,0.00009797676,0.00002008208,0.00001147532,0.000001993546,0.000003324074,0.000048061,9.440583e-7,0.0001121688],"genre_scores_gemma":[0.9996406,0.00004207806,0.00003651109,0.00001660142,0.000006723654,0.000003926948,0.0001437086,7.123371e-7,0.0001092956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003086245,"threshold_uncertainty_score":0.006136537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820629988655648,"score_gpt":0.3343261590198556,"score_spread":0.3061198591332991,"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."}}