{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02181414,0.0003941115,0.001039562,0.00006412089,0.0009044149,0.0001565048,0.000563944,0.00006336506,0.0001517097],"category_scores_gemma":[0.009302474,0.000275068,0.0001110156,0.0004603876,0.001131774,0.000435678,0.001754932,0.0003368157,5.92286e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009302596,"about_ca_system_score_gemma":0.001073777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629148,"about_ca_topic_score_gemma":0.01335339,"domain_scores_codex":[0.9930001,0.003784533,0.0009259174,0.0009635193,0.0008454652,0.0004804257],"domain_scores_gemma":[0.9903293,0.007032911,0.0005981369,0.001294413,0.0003379183,0.0004073288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001902857,0.001582675,0.9596682,0.004603807,0.0001907782,0.000005962121,0.01800436,0.00009820863,0.00005472308,0.00004772552,0.0001768503,0.01366382],"study_design_scores_gemma":[0.01006402,0.003904618,0.9610733,0.0007763132,0.0004080871,0.0001240583,0.02157765,0.0008921287,0.0001404269,0.0002133764,0.0004215571,0.0004044943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5697991,0.00004637631,0.007416337,0.001338744,0.00006547553,0.4212032,0.00002088079,0.00004882341,0.00006103286],"genre_scores_gemma":[0.6141899,2.518215e-7,0.00134316,0.0001494009,0.00005532287,0.3841776,0.000007216171,0.00003866719,0.00003841817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0443908,"threshold_uncertainty_score":0.9999701,"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."}}