{"id":"W3015365058","doi":"10.1017/cjn.2020.70","title":"AMPA-R Limbic Encephalitis Associated with Systemic Lupus Erythematosus","year":2020,"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":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Limbic encephalitis; Medicine; Content (measure theory); Neuroscience; Hippocampus; Encephalitis; Immunology; Psychology; Internal medicine; Virus; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001500983,0.0004472527,0.0009448483,0.0004902935,0.001953827,0.0004721031,0.001297378,0.0002433163,0.000267526],"category_scores_gemma":[0.003281014,0.0002590341,0.0003340133,0.001759446,0.005682263,0.0006499842,0.00006296298,0.0014049,0.000009589943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020098,"about_ca_system_score_gemma":0.003039305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003478396,"about_ca_topic_score_gemma":0.00527867,"domain_scores_codex":[0.9950827,0.0007832912,0.0009738959,0.0006681518,0.001031564,0.001460379],"domain_scores_gemma":[0.9948879,0.0005572455,0.0009522573,0.0001511054,0.0005063488,0.002945128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0003082195,0.00008367726,0.9679594,0.00001381369,0.00005982176,0.02810594,0.0004316644,0.001017954,0.00004689076,0.0003179537,0.0004622729,0.001192401],"study_design_scores_gemma":[0.002930884,0.3554731,0.3496798,0.0002897737,0.0003412638,0.281003,0.0007841033,0.002079139,0.00007680231,0.005035606,0.001609284,0.0006973039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98474,0.002075403,0.00004344598,0.009910373,0.0004380174,0.0002876198,0.00001403626,0.00004615966,0.002444928],"genre_scores_gemma":[0.9892913,0.0003589727,0.0004411911,0.009694714,0.0001431386,0.000004021315,9.422153e-7,0.0000195262,0.0000461914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6182796,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344094614066939,"score_gpt":0.2508725619704135,"score_spread":0.2174316158297441,"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."}}