{"id":"W2347397690","doi":"10.1016/j.crad.2016.03.015","title":"Neuroimaging in encephalitis: analysis of imaging findings and interobserver agreement","year":2016,"lang":"en","type":"article","venue":"Clinical Radiology","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"Sparks; Multiple Sclerosis Society; Action Medical Research; Wellcome Trust; Department of Health and Social Care; Encephalitis Society; CSL Behring; Department of Health and Aged Care, Australian Government; CSL Behring Foundation for Research and Advancement of Patient Health; Biogen Idec; Bayer; Biogen; Great Ormond Street Hospital Charity; National Institute for Health and Care Research; EMD Serono; Novartis","keywords":"Medicine; Encephalitis; Kappa; Acute disseminated encephalomyelitis; Neuroimaging; Magnetic resonance imaging; Radiology; Cohen's kappa; Virus; Virology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004205552,0.00007056657,0.0004437346,0.0002180015,0.00001328274,0.000002225475,0.00003578183,0.00004781582,0.0002107392],"category_scores_gemma":[0.0004467961,0.00004482082,0.000125977,0.0002206815,0.0002319608,0.00003872557,0.00004153329,0.00008526108,0.000009447957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003310207,"about_ca_system_score_gemma":0.0000190485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007910689,"about_ca_topic_score_gemma":0.000048981,"domain_scores_codex":[0.9989606,0.0001191118,0.0004788281,0.0002509065,0.00004307678,0.0001475138],"domain_scores_gemma":[0.9991273,0.0005323905,0.00006318967,0.0001757543,0.00002766325,0.0000736919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003735128,0.0001098769,0.9043193,0.000003763837,0.00031516,0.00005248061,0.00003063153,4.861959e-7,0.000244535,0.0001481766,0.00004969991,0.09468848],"study_design_scores_gemma":[0.001538396,0.0001465419,0.9958375,0.00005444674,0.0004156008,0.00002555582,0.00001580349,0.0002129754,0.00005614072,0.0001162243,0.001539353,0.00004148561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975199,0.0001712858,0.0004722308,0.001153744,0.0001226564,0.00008024363,0.000004496323,0.000009219932,0.0004662616],"genre_scores_gemma":[0.9988419,0.0003245504,0.0002162989,0.0004461632,0.00002472345,0.000006177242,0.000003312658,0.000004389114,0.0001325125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09464698,"threshold_uncertainty_score":0.2307447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695025700990159,"score_gpt":0.3859247977040283,"score_spread":0.3389745406941267,"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."}}