{"id":"W4220692464","doi":"10.1136/bmjopen-2022-060826","title":"Long COVID and episodic disability: advancing the conceptualisation, measurement and knowledge of episodic disability among people living with Long COVID – protocol for a mixed-methods study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; TD Bank Group; University of Toronto; University Health Network; McMaster University; Public Health Ontario; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute","funders":"National Institute on Aging; Pittsburgh Liver Research Center, University of Pittsburgh; National Institute for Health and Care Research; Canadian Institutes of Health Research; National Science Council; Canada Research Chairs","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Gerontology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Protocol (science); Healthy aging; Alternative medicine; Virology; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.08365454,0.003146905,0.004851728,0.004301467,0.004845534,0.004089009,0.00449165,0.005342458,0.05259129],"category_scores_gemma":[0.07238096,0.003727535,0.005179076,0.005017737,0.003003823,0.004078485,0.004066118,0.006831,0.01004061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007278696,"about_ca_system_score_gemma":0.03006958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006106901,"about_ca_topic_score_gemma":0.01041486,"domain_scores_codex":[0.9593346,0.0279442,0.005661753,0.002103469,0.002751041,0.002204945],"domain_scores_gemma":[0.9522373,0.0201181,0.005762841,0.006736332,0.01190169,0.003243744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1463467,0.05429728,0.02172339,0.1439815,0.003150811,0.004059753,0.04766674,0.01489446,0.00946927,0.05142474,0.1676061,0.3353793],"study_design_scores_gemma":[0.2655577,0.04631288,0.08419114,0.07960589,0.00177329,0.001038076,0.02918259,0.01604644,0.009073036,0.0502952,0.4154426,0.001481122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001231495,0.00007442744,0.001237986,0.0001163465,0.0000590546,0.9961538,0.000708178,0.00002233513,0.0003963572],"genre_scores_gemma":[0.0003647817,0.0000268961,0.00127945,0.00003644641,0.000004080884,0.9981686,0.00005867263,0.000001250345,0.00005981815],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08365454,"threshold_uncertainty_score":0.4424128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.064409765895715,"score_gpt":0.4417675379573071,"score_spread":0.3773577720615921,"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."}}