{"id":"W4205747186","doi":"10.1016/j.msard.2021.103479","title":"Comparing diagnostic criteria for the diagnosis of neurocognitive disorders in multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"EMD Serono; Eurostars; Amsterdam Neuroscience; ZonMw; Multiple Sclerosis Society of Canada; National Institutes of Health; Fondation pour l'Aide à la Recherche sur la Sclérose en Plaques; Atara Biotherapeutics; Celgene; Biogen; National Multiple Sclerosis Society; MedDay Pharmaceuticals; Sanofi","keywords":"McNemar's test; Medicine; Neurocognitive; Cognition; Multiple sclerosis; Cognitive impairment; Clinical psychology; Normative; Cognitive test; Psychiatry; Physical therapy","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":[0.0103789,0.0004666636,0.001062532,0.00514675,0.001138908,0.00145862,0.001321394,0.001247639,0.001591375],"category_scores_gemma":[0.04601837,0.0003120941,0.001452382,0.002218602,0.000738991,0.001160007,0.001970954,0.0008316122,0.000213188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458474,"about_ca_system_score_gemma":0.001613395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269376,"about_ca_topic_score_gemma":0.01475434,"domain_scores_codex":[0.9878621,0.007046048,0.002322067,0.00061618,0.001494075,0.0006595177],"domain_scores_gemma":[0.9598998,0.02532545,0.007140331,0.001496668,0.004539437,0.001598229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0024558,0.0002573495,0.9876387,0.0001903661,0.0009022049,0.0001573781,0.0008782028,0.0001252184,0.0004675873,0.0003954054,0.0006059766,0.005925817],"study_design_scores_gemma":[0.0004334813,0.0007949007,0.9932301,0.0001301448,0.0004233372,0.0007466893,0.002176179,0.0004660641,0.0002964819,0.0005372039,0.0007429806,0.00002230801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947863,0.002262414,0.0004035721,0.0001417624,0.00007491022,0.0001226035,0.0004484137,0.000004945291,0.001755044],"genre_scores_gemma":[0.9981974,0.0002353513,0.0004139011,0.0000717603,0.00002450671,0.0001093866,0.0008260762,0.000003334255,0.000118403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269376,"threshold_uncertainty_score":0.0548895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991184375142688,"score_gpt":0.2969553129104668,"score_spread":0.2070434691590399,"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."}}