{"id":"W4407248871","doi":"10.1136/bmjopen-2024-086407","title":"Interventions for the management of post-COVID-19 condition (long COVID): protocol for a living systematic review and network meta-analysis","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Meta-analysis; Psychological intervention; 2019-20 coronavirus outbreak; Protocol (science); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; MEDLINE; Gerontology; Alternative medicine; Nursing; Virology; Pathology; Disease","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":[0.07767196,0.007919859,0.02077259,0.01191484,0.00357817,0.009384612,0.00624,0.008058243,0.09521075],"category_scores_gemma":[0.115573,0.005089527,0.02791602,0.0120761,0.004413324,0.008165743,0.007242004,0.008427127,0.0113521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01707345,"about_ca_system_score_gemma":0.034918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230385,"about_ca_topic_score_gemma":0.01151755,"domain_scores_codex":[0.9584921,0.02128174,0.01054653,0.003613937,0.004302647,0.00176303],"domain_scores_gemma":[0.9556956,0.01891807,0.009725242,0.004826827,0.009033113,0.001801146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01417961,0.0004226087,0.0007663106,0.8885838,0.01385156,0.0005041154,0.001278229,0.002413363,0.001474973,0.005798984,0.04155216,0.02917423],"study_design_scores_gemma":[0.1147154,0.003391682,0.005579859,0.5189604,0.05005069,0.0007210607,0.001480914,0.00512945,0.002951772,0.02753527,0.2686556,0.0008279405],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003178041,0.002456418,0.00210142,0.00060924,0.0003930504,0.9890513,0.004250344,0.0002110895,0.0006093271],"genre_scores_gemma":[0.0003200698,0.0006261537,0.003058118,0.000199091,0.00001926312,0.995132,0.0003704795,0.00001449488,0.0002604205],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09521075,"threshold_uncertainty_score":0.4107735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162379980409271,"score_gpt":0.5168014741917334,"score_spread":0.3544214937824625,"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."}}