{"id":"W3201236807","doi":"10.1136/bmjgh-2021-007004","title":"Conceptualising Long COVID as an episodic health condition","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Canada Research Chairs; National Institute for Health and Care Research","keywords":"Coronavirus disease 2019 (COVID-19); Gerontology; Psychological intervention; Medicine; Psychology; Rehabilitation; Psychiatry; Disease; Physical therapy; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001316383,0.0002871031,0.0007991159,0.00007296675,0.0003972575,0.00007152715,0.0001436164,0.0001547375,0.0003819451],"category_scores_gemma":[0.001136906,0.0002935825,0.0001420673,0.0005162673,0.0001779041,0.0002716685,0.00007858053,0.0002978302,0.0002889709],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002938413,"about_ca_system_score_gemma":0.01247046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003087196,"about_ca_topic_score_gemma":0.00107049,"domain_scores_codex":[0.9959937,0.0008868694,0.0007628971,0.000697631,0.0007597157,0.0008991728],"domain_scores_gemma":[0.9963391,0.000261969,0.0004055354,0.0007692649,0.0002176921,0.002006433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002569938,0.003284762,0.3069139,0.01621382,0.0004339645,0.01051933,0.006491769,0.0002704581,0.0003615608,0.1591214,0.2387654,0.2550536],"study_design_scores_gemma":[0.02797673,0.01611396,0.8029473,0.00706387,0.0002406947,0.01947705,0.005006198,0.0014637,0.001063564,0.02140727,0.09525131,0.001988301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7888542,0.00671087,0.006338557,0.1882522,0.001404409,0.003674629,0.000307202,0.0006690703,0.003788889],"genre_scores_gemma":[0.830189,0.0002124303,0.002335502,0.1653406,0.0006230974,0.00003426759,0.001060898,0.00003242607,0.000171675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960335,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340151000305806,"score_gpt":0.4537358165010967,"score_spread":0.4203343064980386,"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."}}