{"id":"W2190485576","doi":"10.1167/iovs.15-17335","title":"Skewness of Fractional Anisotropy Detects Decreased White Matter Integrity Resulting From Acute Optic Neuritis","year":2015,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Fractional anisotropy; Optic neuritis; White matter; Ophthalmology; Skewness; Diffusion MRI; Optic nerve; Medicine; Nuclear medicine; Multiple sclerosis; Mathematics; Magnetic resonance imaging; Radiology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001104679,0.0002667967,0.0005614083,0.0002893765,0.0002989915,0.00004615204,0.0004493977,0.00014166,0.0002333582],"category_scores_gemma":[0.006348411,0.0002237398,0.00008683331,0.001080376,0.006756116,0.0004706089,0.0004878007,0.0006596264,0.0001216104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843758,"about_ca_system_score_gemma":0.001145501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290013,"about_ca_topic_score_gemma":0.000009619289,"domain_scores_codex":[0.9965193,0.0003454534,0.0004821795,0.0008014697,0.001204302,0.0006472741],"domain_scores_gemma":[0.996674,0.0005697141,0.000273141,0.0003653366,0.001270727,0.000847075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002311646,0.000151855,0.485686,0.00001504249,0.00006315775,0.0002758905,0.0009340544,0.000007561759,0.5124019,0.00001866042,0.0001296463,0.00008511027],"study_design_scores_gemma":[0.001246406,0.0007678683,0.8116201,0.0001515753,0.0000447627,0.0002938268,0.0007041139,0.001588648,0.1816817,0.001727794,0.00000707266,0.0001661553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966719,0.00005620881,0.00005954214,0.001272947,0.0002521037,0.0004174665,0.00006990636,0.0000380338,0.001161953],"genre_scores_gemma":[0.9815497,0.000004653006,0.01784478,0.0002748322,0.0001265848,0.00005659153,0.00002255545,0.00001892362,0.0001014207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3307202,"threshold_uncertainty_score":0.9959469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035769561571244,"score_gpt":0.3955385039845316,"score_spread":0.2919615478274071,"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."}}