{"id":"W3127816967","doi":"10.12968/bjnn.2021.17.sup1.s16","title":"Cognitive impairment in multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"British Journal of Neuroscience Nursing","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Cognitive impairment; Cognition; Quality of life (healthcare); Medicine; Perspective (graphical); Montreal Cognitive Assessment; Gerontology; Psychology; Psychiatry; Physical medicine and rehabilitation; Nursing","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":[0.001614625,0.000224414,0.0004711905,0.0007375979,0.000815413,0.0007425574,0.0003755979,0.001080743,0.00223043],"category_scores_gemma":[0.008422338,0.00007805325,0.0003302094,0.0007910192,0.0005325315,0.0007369846,0.001200338,0.002625437,0.000554272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014774,"about_ca_system_score_gemma":0.001852456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116993,"about_ca_topic_score_gemma":0.01684991,"domain_scores_codex":[0.9987929,0.0003961223,0.0001785026,0.00006596267,0.0004305669,0.0001360076],"domain_scores_gemma":[0.9980761,0.0007718593,0.0002719087,0.00004012463,0.0004732151,0.0003669198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001897153,0.0004444688,0.1063367,0.002353834,0.0001128009,0.003632996,0.005101936,0.0001350636,0.0004643543,0.00530688,0.3356095,0.5403118],"study_design_scores_gemma":[0.0001569492,0.0008320692,0.4770468,0.0132435,0.0003294826,0.03126806,0.006422786,0.0003728595,0.000431847,0.01764018,0.4521333,0.0001221201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08558442,0.3325819,0.001052969,0.4824592,0.01116377,0.0002742253,0.0005817791,0.0001206564,0.08618118],"genre_scores_gemma":[0.5567205,0.2608834,0.002808734,0.1486873,0.01426543,0.0004423795,0.0006487246,0.00003095278,0.01551244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01116993,"threshold_uncertainty_score":0.02220982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300066623007218,"score_gpt":0.3530969390466269,"score_spread":0.2230902767459051,"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."}}