{"id":"W4321486839","doi":"10.1093/cercor/bhad041","title":"Using The Virtual Brain to study the relationship between structural and functional connectivity in patients with multiple sclerosis: a multicenter study","year":2023,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eurostars; Amsterdam Neuroscience; MedDay Pharmaceuticals; Fondazione Italiana di Ricerca per la Sclerosi Laterale Amiotrofica; Ministero della Salute; Instituto de Salud Carlos III; ZonMw; Multiple Sclerosis Society of Canada; European Committee for Treatment and Research in Multiple Sclerosis; Atara Biotherapeutics; Fondation pour l'Aide à la Recherche sur la Sclérose en Plaques; Eli Lilly and Company; Bristol-Myers Squibb; Fondazione Italiana Sclerosi Multipla; Medical Research Council; Biogen; Celgene; Alexion Pharmaceuticals; Rosetrees Trust; Sanofi; National Institute for Health and Care Research; Teva Pharmaceutical Industries","keywords":"Multiple sclerosis; Cognition; Psychology; Neuroscience; Magnetic resonance imaging; Functional connectivity; Cognitive impairment; Functional magnetic resonance imaging; Diffusion MRI; Audiology; Physical medicine and rehabilitation; Medicine; Psychiatry","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":[0.001243347,0.000458534,0.0004020544,0.0003707165,0.0002640457,0.0003251022,0.0003658632,0.000396531,0.0008722725],"category_scores_gemma":[0.002040339,0.0001548075,0.0004348006,0.0002955871,0.0003147925,0.0003756047,0.0005065138,0.0002651714,0.0001520942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674767,"about_ca_system_score_gemma":0.0002243103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003400152,"about_ca_topic_score_gemma":0.002774755,"domain_scores_codex":[0.9997641,0.0001564924,0.0000109717,0.00004138067,0.00001140436,0.00001555327],"domain_scores_gemma":[0.9993907,0.0002838835,0.0001006681,0.0001180912,0.00004704993,0.00005953843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01237112,0.009685612,0.7505835,0.0004520307,0.003009011,0.002363575,0.004452943,0.100203,0.02368325,0.002132221,0.001835853,0.08922783],"study_design_scores_gemma":[0.001219786,0.02356857,0.5716521,0.00007738236,0.001323933,0.002288677,0.002565523,0.3835238,0.006212632,0.004156296,0.003299831,0.0001115507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991328,0.00003210664,0.0006801602,0.00001642918,0.000001314349,0.00001461622,0.00005100102,0.000004872381,0.00006666184],"genre_scores_gemma":[0.9988719,0.00003990922,0.000822695,0.000008337242,0.000004948686,0.00003723054,0.0001378611,0.000003168398,0.00007390392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003400152,"threshold_uncertainty_score":0.006760716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680182249604975,"score_gpt":0.3454121349607088,"score_spread":0.1773939100002113,"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."}}