{"id":"W4395053971","doi":"10.1016/j.nic.2024.03.010","title":"Cognitive Impairment in Multiple Sclerosis","year":2024,"lang":"en","type":"article","venue":"Neuroimaging Clinics of North America","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Multiple sclerosis; Cognition; Cognitive impairment; Quality of life (healthcare); Affect (linguistics); Physical disability; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Psychology","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":[0.001043034,0.0004335662,0.0005473932,0.003754568,0.001264963,0.001171918,0.0005232704,0.0005307634,0.001403069],"category_scores_gemma":[0.004695958,0.000220825,0.0002975355,0.002848921,0.0005476823,0.000847106,0.001066659,0.0008158202,0.000185666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258715,"about_ca_system_score_gemma":0.001291713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05510946,"about_ca_topic_score_gemma":0.05639029,"domain_scores_codex":[0.9993131,0.0001868979,0.0001085888,0.00008199235,0.0001872192,0.0001221251],"domain_scores_gemma":[0.9977574,0.0003665594,0.000976862,0.00006000269,0.0003488654,0.0004904169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003541583,0.0003300373,0.9876158,0.00007155079,0.000142455,0.0009156269,0.0006241613,0.00006528811,0.0001502378,0.00007351546,0.0006168007,0.009040478],"study_design_scores_gemma":[0.000008522586,0.00006106675,0.998576,0.00002230911,0.00003260632,0.0006141065,0.000339771,0.00004305894,0.00002970012,0.00007352441,0.0001956101,0.000003680075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9928071,0.002499216,0.0000172013,0.0004303641,0.00002998013,0.0000123596,0.0002377898,0.000005207858,0.00396064],"genre_scores_gemma":[0.9988172,0.0005713354,0.00002759541,0.000116622,0.00005646945,0.000006705852,0.0001574675,9.679361e-7,0.0002457102],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05510946,"threshold_uncertainty_score":0.1095774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056453988199922,"score_gpt":0.3668908220030684,"score_spread":0.2612454231830762,"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."}}