{"id":"W4388237764","doi":"10.26355/eurrev_202310_34143","title":"Relationship of immune cells with disability and cognitive impairment in patients with neuromyelitis optica spectrum disorder.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Neuromyelitis optica; Spectrum disorder; Montreal Cognitive Assessment; Correlation; Cognition; Disease; Internal medicine; Physical therapy; Immunology; Cognitive impairment; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003236598,0.0003931042,0.0003724653,0.0006850349,0.0003098483,0.0003595474,0.0001403086,0.0003010334,0.0009283163],"category_scores_gemma":[0.001185549,0.0001058795,0.0002420853,0.0004753087,0.0002243849,0.0002893089,0.0002802222,0.000369463,0.0001714818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930568,"about_ca_system_score_gemma":0.0002056569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009101281,"about_ca_topic_score_gemma":0.0009801437,"domain_scores_codex":[0.9997911,0.000043061,0.00003538694,0.00004203627,0.00004740624,0.0000410221],"domain_scores_gemma":[0.9992421,0.0001797787,0.0003508427,0.00002277001,0.00009436761,0.0001102309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717984,0.00003287427,0.99731,0.00001629047,0.00003767063,0.0001809261,0.00002366296,0.00003233147,0.0004501044,0.000005034394,0.00003156219,0.001707812],"study_design_scores_gemma":[0.000009795969,0.0001830906,0.9981729,0.000006656429,0.00003247005,0.00106393,0.00007460456,0.0001464787,0.0001555699,0.00001815051,0.0001336609,0.00000268054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986645,0.0008727934,0.00006133506,0.00003404336,0.000005694656,0.000004915762,0.00007430125,0.000002589975,0.0002798418],"genre_scores_gemma":[0.9996275,0.0001219347,0.00007011839,0.00002096428,0.00001398206,0.000004013079,0.0000753596,4.832991e-7,0.00006569258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009283163,"threshold_uncertainty_score":0.003105521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367410336969183,"score_gpt":0.2482540555791895,"score_spread":0.2245799522094977,"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."}}