{"id":"W3211242169","doi":"10.1007/s00415-021-10881-3","title":"The impact of the COVID-19 pandemic on an international rehabilitation study in MS: the CogEx experience","year":2021,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Sanofi Genzyme; Horizon 2020 Framework Programme; Fondazione Italiana di Ricerca per la Sclerosi Laterale Amiotrofica; MedDay Pharmaceuticals; Ministero della Salute; National Institutes of Health; Rosetrees Trust; University College London; National Heart, Lung, and Blood Institute; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; BioDelivery Sciences International; Sanofi; GW Pharmaceuticals; TG Therapeutics; Multiple Sclerosis Scientific Research Foundation; Eli Lilly and Company; University of Alabama; Fondation pour l'Aide à la Recherche sur la Sclérose en Plaques; National Institute for Health and Care Research; CSL Behring; Bristol-Myers Squibb; Celgene; Fondazione Italiana Sclerosi Multipla; AveXis; Pfizer; Biogen; Alexion Pharmaceuticals; Medical Research Council; Teva Pharmaceutical Industries; European Genomic Institute for Diabetes; Horizon Pharmaceuticals; Genentech; National Multiple Sclerosis Society","keywords":"Pandemic; Rehabilitation; Psychological intervention; Medicine; Randomized controlled trial; Intervention (counseling); Optimism; Neurology; Coronavirus disease 2019 (COVID-19); Physical therapy; Psychology; Disease; Psychiatry; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06292696,0.000518951,0.00109401,0.0005462785,0.003836693,0.005671174,0.001373596,0.002191948,0.0028706],"category_scores_gemma":[0.04140887,0.0003735779,0.0008427311,0.001209604,0.003492841,0.003613549,0.005657925,0.004338589,0.0004691014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201313,"about_ca_system_score_gemma":0.005822164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00692261,"about_ca_topic_score_gemma":0.01429631,"domain_scores_codex":[0.9802704,0.01563707,0.0007190122,0.0005837442,0.001151947,0.001637829],"domain_scores_gemma":[0.9663332,0.01313217,0.00254337,0.002894242,0.002446319,0.01265068],"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":[0.0390095,0.01931381,0.3071133,0.002336053,0.001329945,0.004083165,0.2082785,0.0008621185,0.002465517,0.008864024,0.09872073,0.3076233],"study_design_scores_gemma":[0.01158153,0.04585899,0.5161899,0.003012922,0.0009413612,0.002898671,0.1962025,0.0007559987,0.001640567,0.00511667,0.2151949,0.0006060862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391992,0.004744721,0.0003180662,0.03981639,0.0009055796,0.0005130626,0.0005926486,0.00004494369,0.01386543],"genre_scores_gemma":[0.9642817,0.003922404,0.001445091,0.02315187,0.00110742,0.001259097,0.0009100292,0.0001062373,0.003816059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06292696,"threshold_uncertainty_score":0.3327936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252653330882882,"score_gpt":0.4728741438453101,"score_spread":0.3476088107570219,"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."}}