{"id":"W3053671123","doi":"10.1007/s00415-020-10160-7","title":"The emotional impact of the COVID-19 pandemic on individuals with progressive multiple sclerosis","year":2020,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Fondazione Italiana di Ricerca per la Sclerosi Laterale Amiotrofica; MedDay Pharmaceuticals; Ministero della Salute; University College London; University of Cambridge; National Heart, Lung, and Blood Institute; Multiple Sclerosis Society; BioDelivery Sciences International; Sanofi; GW Pharmaceuticals; TG Therapeutics; Celgene; Fondazione Italiana Sclerosi Multipla; CSL Behring; National Institute for Health and Care Research; Medical Research Council; Teva Pharmaceutical Industries; Sanofi Genzyme; University of Alabama at Birmingham; AveXis; Pfizer; Biogen; University of Alabama; Multiple Sclerosis Society of Canada; Johns Hopkins University; National Institutes of Health; Rosetrees Trust; European Genomic Institute for Diabetes; Horizon Pharmaceuticals; Genentech; National Multiple Sclerosis Society","keywords":"Anxiety; Depression (economics); Quality of life (healthcare); Medicine; Neurology; Multiple sclerosis; Coronavirus disease 2019 (COVID-19); Pandemic; Rehabilitation; Psychiatry; Clinical psychology; Psychology; Disease; Physical therapy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004979413,0.0001340694,0.0003760747,0.00007313109,0.0002027607,0.00001417268,0.0003271647,0.00006629452,0.000049239],"category_scores_gemma":[0.005978067,0.00005278689,0.0002551688,0.0002555655,0.0005423012,0.00004337444,0.0001253493,0.0007962389,0.000003123424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006179164,"about_ca_system_score_gemma":0.0005347888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001138584,"about_ca_topic_score_gemma":0.00001065906,"domain_scores_codex":[0.9980358,0.0004163155,0.0004058206,0.0001457702,0.0007314401,0.0002648454],"domain_scores_gemma":[0.9968767,0.001724464,0.0006024456,0.0001947493,0.0003055524,0.000296099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003558259,0.0001280466,0.9794727,0.00002484269,0.0004344062,0.00003923275,0.0004993545,0.0009229883,0.006938684,0.000007823478,0.006888547,0.001085147],"study_design_scores_gemma":[0.003629696,0.007056374,0.9858931,0.00004603235,0.00005873012,0.0004971078,0.0000560201,0.0002000301,0.0001947125,0.00002047753,0.002304306,0.00004346057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372245,0.0002192084,0.00001997661,0.0620344,0.00006812389,0.000363815,0.00002577622,0.000007779269,0.00003642765],"genre_scores_gemma":[0.9937021,0.0003395051,0.00005634428,0.005619655,0.0002522699,0.000007887396,7.535849e-7,0.00001400755,0.000007546716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05647754,"threshold_uncertainty_score":0.7156737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724671153030992,"score_gpt":0.3744166984927623,"score_spread":0.201949583189663,"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."}}