{"id":"W3216053749","doi":"10.1016/j.msard.2021.103408","title":"Response to treatment in NMOSD: the Australasian experience","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Health and Medical Research Council; University of British Columbia; University of Sydney; Brain Foundation; Multiple Sclerosis Australia; NIHR Oxford Biomedical Research Centre; Star Scientific Foundation; Petre Foundation; Guthy-Jackson Charitable Foundation","keywords":"Medicine; Multiple sclerosis; Dermatology; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003854515,0.0001018544,0.000417902,0.0005824582,0.0008493573,0.001039778,0.0002558271,0.0005285086,0.001226654],"category_scores_gemma":[0.009605178,0.0000972713,0.0001804308,0.001451644,0.0006861345,0.0006855655,0.0008029569,0.0007720414,0.0001142809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375615,"about_ca_system_score_gemma":0.001705952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014003,"about_ca_topic_score_gemma":0.02823834,"domain_scores_codex":[0.9978061,0.001140444,0.0002690761,0.0001403074,0.0003789221,0.0002651471],"domain_scores_gemma":[0.9941688,0.00138663,0.001713046,0.0002133212,0.0009855194,0.001532781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001174659,0.0006723446,0.9098251,0.0003147939,0.0001476183,0.00247221,0.01695152,0.0000938244,0.001269842,0.0006733636,0.00291574,0.063489],"study_design_scores_gemma":[0.0001081029,0.0007876357,0.9652438,0.0003562419,0.00008253615,0.003191904,0.01795435,0.0001282949,0.0001953909,0.0002060469,0.01171596,0.00002976864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879323,0.003766936,0.0000913788,0.003403356,0.00008928645,0.0000283979,0.0001152491,0.000002635433,0.004570546],"genre_scores_gemma":[0.99663,0.001944773,0.00009650661,0.0007942219,0.00006766158,0.0000155084,0.00005363642,0.000003265471,0.0003942958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014003,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637899444842015,"score_gpt":0.3043400432041101,"score_spread":0.2579610487556899,"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."}}