{"id":"W4404118886","doi":"10.1177/13524585241292797","title":"How to avoid missing a diagnosis of neuromyelitis optica spectrum disorder","year":2024,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuromyelitis optica; Spectrum disorder; Medicine; Multiple sclerosis; Medical diagnosis; Intensive care medicine; Differential diagnosis; Immunotherapy; Pediatrics; Aquaporin 4; Immunology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001672275,0.0006725541,0.001388373,0.00300556,0.0003814348,0.001297143,0.0009101037,0.001540619,0.003608913],"category_scores_gemma":[0.006319073,0.0002743492,0.001083972,0.001432306,0.0004324709,0.002108153,0.0005976235,0.001445401,0.001716695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214145,"about_ca_system_score_gemma":0.003195246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003755662,"about_ca_topic_score_gemma":0.004975783,"domain_scores_codex":[0.9991084,0.000298313,0.0002399153,0.0000864948,0.0002240761,0.00004294628],"domain_scores_gemma":[0.9980412,0.001180559,0.0002355228,0.00003774692,0.0004387303,0.00006614911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006771307,0.00005275164,0.0006417118,0.05872042,0.0003255799,0.0003755464,0.0001411056,0.0001382059,0.0004763603,0.001851237,0.04674033,0.8904691],"study_design_scores_gemma":[0.00007344331,0.0001061522,0.004377591,0.09070721,0.001068839,0.003487964,0.0006208845,0.0001357277,0.0005310279,0.004456994,0.8943805,0.00005380217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001760688,0.9958132,0.0002522218,0.002093401,0.0006009993,0.00001827057,0.00004499032,0.00001301633,0.000987796],"genre_scores_gemma":[0.001187642,0.9966993,0.0006769914,0.0007983834,0.0002665477,0.000021485,0.00006833841,0.000002344962,0.0002790219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003755662,"threshold_uncertainty_score":0.01207304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728275158158142,"score_gpt":0.3632574501812929,"score_spread":0.1904299343654786,"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."}}