{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0373474,0.000464023,0.0005823172,0.003658984,0.0005928043,0.001217518,0.0007935914,0.000725045,0.0005830828],"category_scores_gemma":[0.08439461,0.0003903565,0.0008135337,0.00144248,0.001566534,0.001591644,0.002226145,0.0006184209,0.0002186678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546041,"about_ca_system_score_gemma":0.0004324004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009006968,"about_ca_topic_score_gemma":0.001143874,"domain_scores_codex":[0.9778335,0.01222207,0.003425229,0.001998554,0.004010881,0.0005097931],"domain_scores_gemma":[0.9009414,0.06595886,0.018202,0.004317264,0.009267799,0.001312627],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005131598,0.00003236183,0.9907465,0.00007563627,0.0005398593,0.000105674,0.001604417,0.0004382142,0.0006564957,0.00006219973,0.00009381548,0.00513172],"study_design_scores_gemma":[0.00003611241,0.000487777,0.9869841,0.00006117619,0.0002254767,0.001115402,0.001782593,0.007501879,0.001013215,0.0003433533,0.0004072515,0.00004157036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960681,0.0005318067,0.002430218,0.00003813309,0.00002266839,0.00006020619,0.00007625866,0.00001898353,0.0007535682],"genre_scores_gemma":[0.9989237,0.00005660272,0.0008375953,0.000005904971,0.00001411276,0.00003107008,0.00007869736,0.000007308583,0.00004488901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9626526,"threshold_uncertainty_score":0.1975142,"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."}}