{"id":"W4317475383","doi":"10.1080/15412555.2022.2141622","title":"Cough Assessment and Management in Pulmonary Rehabilitation– A Canadian Survey","year":2023,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; West Park Healthcare Centre; University of Toronto; McMaster University","funders":"National Sanitarium Association","keywords":"Medicine; Pulmonary rehabilitation; Chronic cough; Rehabilitation; Facilitator; Demographics; Physical therapy; Cornerstone; Pulmonary function testing; Intensive care medicine; Asthma; Internal medicine; Psychology","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":[0.002165801,0.0002428547,0.0004385557,0.001551547,0.003549621,0.001256732,0.001156096,0.0004943595,0.003082539],"category_scores_gemma":[0.004394579,0.0005268842,0.0006411209,0.004251203,0.0005069789,0.0006034861,0.001226993,0.0009266311,0.0004337096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03282436,"about_ca_system_score_gemma":0.05092397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905093,"about_ca_topic_score_gemma":0.9942353,"domain_scores_codex":[0.9975069,0.0002319901,0.0002318813,0.0002143848,0.001267792,0.0005469971],"domain_scores_gemma":[0.9940512,0.0002580807,0.0009072123,0.0001092097,0.003193698,0.001480606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007781142,0.0002927211,0.9697449,0.0004265119,0.00005097749,0.0001486972,0.003633063,0.00008694958,0.0003146717,0.0001372799,0.006796571,0.01828979],"study_design_scores_gemma":[0.00001083896,0.00006261154,0.9932086,0.0001116804,0.00001494734,0.00005698139,0.002568011,0.0001691029,0.00005003815,0.00001055916,0.003719105,0.00001771764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725744,0.001286117,0.000237406,0.002063757,0.00003880309,0.0007181195,0.01230967,0.00002580619,0.01074584],"genre_scores_gemma":[0.9885247,0.002336624,0.000977291,0.00143322,0.00002140666,0.0002880786,0.004063366,0.00001291836,0.002342323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03282436,"threshold_uncertainty_score":0.2381585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261851137193633,"score_gpt":0.3272903386770948,"score_spread":0.3046718273051585,"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."}}