{"id":"W6901518616","doi":"10.60692/fs0mm-2y969","title":"Use and Safety of Immunotherapeutic Management of N-Methyl-d-Aspartate Receptor Antibody Encephalitis","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Immunotherapy; Modified Rankin Scale; Disease; Logistic regression; Antibody; Encephalitis","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":[0.00009448389,0.0001086413,0.0003117406,0.00006670853,0.00003642762,0.00001882103,0.00003551436,0.00005506063,0.00005140057],"category_scores_gemma":[0.000007228215,0.00007308297,0.00006841491,0.0001534819,0.00004420729,0.0002081088,0.00004120117,0.00004195473,0.00003116317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001737961,"about_ca_system_score_gemma":0.00001343071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000911454,"about_ca_topic_score_gemma":2.124048e-8,"domain_scores_codex":[0.9990018,0.00005100536,0.0005489893,0.0001011036,0.000181432,0.000115668],"domain_scores_gemma":[0.9993256,0.00001012209,0.0002427202,0.0002416385,0.0001452151,0.00003475461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00136815,0.00006870074,0.9503008,0.004595108,0.00139405,0.00006609284,0.0258514,0.00003086714,0.001321551,0.001360426,0.00001360855,0.01362923],"study_design_scores_gemma":[0.003249936,0.0002265967,0.9823018,0.0005933245,0.0001774849,0.0000457956,0.006040887,0.0001424194,0.006541118,0.000001890581,0.0005810605,0.00009768581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968858,0.00006356876,0.001253731,0.00005437276,0.00008311613,0.0003324592,0.00008403079,0.00003152139,0.001211343],"genre_scores_gemma":[0.9989433,0.00004063439,0.0005263599,0.00008975004,0.000002638981,0.00001259694,0.00006711147,0.000005514973,0.0003120839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03200099,"threshold_uncertainty_score":0.2980237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755210835130341,"score_gpt":0.2512637382816148,"score_spread":0.2137116299303114,"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."}}