{"id":"W4205890558","doi":"10.1017/cjn.2021.263","title":"A.1 CSF Findings in Early Active Autoimmune Encephalitis","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Medicine; Cerebrospinal fluid; White blood cell; Autoantibody; CSF albumin; Autoimmune encephalitis; Internal medicine; Immunology; Encephalitis; Gastroenterology; Antibody; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038776,0.0006089389,0.000396219,0.002189236,0.0006479979,0.0009702145,0.0005154602,0.0008183807,0.007334462],"category_scores_gemma":[0.004326801,0.0001711492,0.0002778857,0.0009006642,0.0008896553,0.0008317445,0.000612969,0.000664719,0.001483066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005866798,"about_ca_system_score_gemma":0.0008665473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00371029,"about_ca_topic_score_gemma":0.002376027,"domain_scores_codex":[0.9993027,0.0001164354,0.0001261857,0.00009414637,0.0001881874,0.0001723084],"domain_scores_gemma":[0.9971676,0.0006604982,0.001195796,0.0001087405,0.0005264286,0.0003407528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004823666,0.0001167833,0.9626243,0.000160624,0.00002906464,0.0164775,0.0001958389,0.0001690154,0.002579163,0.0002162253,0.001397077,0.01555199],"study_design_scores_gemma":[0.00005305955,0.0005202974,0.756826,0.0003844833,0.0001115276,0.2317533,0.0006339004,0.0009881499,0.003117029,0.0005520192,0.005036235,0.00002406366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753329,0.005758204,0.00101483,0.000450208,0.0001084017,0.00008951137,0.0004593057,0.00005744725,0.01672917],"genre_scores_gemma":[0.9973356,0.0007961551,0.0005925249,0.0002042921,0.0001216124,0.00001547324,0.0002718479,0.000007350619,0.000655117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007334462,"threshold_uncertainty_score":0.02453625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876943957317598,"score_gpt":0.2748595344125083,"score_spread":0.2460900948393323,"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."}}