{"id":"W4285752352","doi":"10.37549/ar2625","title":"MRI of Toxic, Metabolic, and Autoimmune Encephalopathies: A Review","year":2020,"lang":"en","type":"review","venue":"Applied Radiology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001689959,0.0005288535,0.006002634,0.0001015934,0.00004514345,0.000003286379,0.0002050237,0.0004515417,0.0001937494],"category_scores_gemma":[0.0001195974,0.0003399774,0.0004939658,0.0003450752,0.0003502166,0.00001320879,0.0001729198,0.0005635773,0.00009052185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001738794,"about_ca_system_score_gemma":0.0001787171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004693833,"about_ca_topic_score_gemma":1.153154e-7,"domain_scores_codex":[0.99775,0.0001710547,0.0009747004,0.0006488233,0.0001387316,0.000316624],"domain_scores_gemma":[0.9985483,0.0002463584,0.000544761,0.0005117971,0.00002548267,0.0001233524],"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":[0.000029483,0.0001140999,0.000006190641,0.03199818,0.0006516417,0.0001347384,0.00002723539,2.128798e-8,0.00001025422,0.002991483,0.0006505868,0.9633861],"study_design_scores_gemma":[0.0006401004,0.0003954295,0.0001323807,0.005604653,0.004160969,0.0007896707,0.000003980474,7.065879e-7,0.000001045332,0.0001629597,0.9878966,0.0002114962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004066122,0.9937695,0.00002525185,0.0003440822,0.00008245454,0.00203145,0.00003024094,0.00006839049,0.003644616],"genre_scores_gemma":[0.00009480117,0.9973732,0.0003202443,0.001441157,0.00004983608,0.0004059632,0.0001793509,0.00005035371,0.00008515303],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987246,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649457411615618,"score_gpt":0.3068122233327834,"score_spread":0.2803176492166272,"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."}}