{"id":"W4220776865","doi":"10.29390/cjrt-2021-074","title":"SingStrong—A singing and breathing retraining intervention for respiratory and other common symptoms of long COVID: A pilot study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Intervention (counseling); Retraining; Coronavirus disease 2019 (COVID-19); Internal medicine; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002165901,0.0009339383,0.001199772,0.0004782927,0.0006097491,0.0004697077,0.0009628976,0.0008726519,0.004296387],"category_scores_gemma":[0.001504315,0.0003810515,0.001092078,0.0002974178,0.0006191314,0.0005755411,0.0007781605,0.0009738429,0.0004509251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656221,"about_ca_system_score_gemma":0.002069175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865489,"about_ca_topic_score_gemma":0.008306122,"domain_scores_codex":[0.9990251,0.0004590827,0.00006781086,0.00009829682,0.0001253641,0.0002243448],"domain_scores_gemma":[0.9989988,0.0003024195,0.00009528385,0.00006169449,0.0001272726,0.0004144926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1170828,0.638515,0.01610964,0.004977836,0.0009120147,0.001111064,0.003988559,0.0008442036,0.02367831,0.0002108618,0.001618423,0.1909514],"study_design_scores_gemma":[0.04300127,0.9124188,0.04025535,0.000159983,0.0002557136,0.0001255238,0.0009429103,0.0003544447,0.001125409,0.00005393666,0.001279284,0.00002733891],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909858,0.0003338372,0.0002964052,0.00008125685,0.00004113705,0.007350143,0.0001961884,0.00002817846,0.0006871269],"genre_scores_gemma":[0.9786165,0.001243387,0.003815029,0.0003749621,0.0001590012,0.01337619,0.0005160889,0.0000135774,0.001885188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004296387,"threshold_uncertainty_score":0.01437289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463184794063829,"score_gpt":0.3268623373146127,"score_spread":0.2822304893739744,"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."}}