{"id":"W6958403935","doi":"10.6084/m9.figshare.24947953","title":"Cough Assessment and Management in Pulmonary Rehabilitation– A Canadian Survey","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary rehabilitation; Chronic cough; Rehabilitation; Intervention (counseling); Respiratory disease; Patient education; Respiratory system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002384993,0.0002414058,0.0004482697,0.001592748,0.003617235,0.001355791,0.001259625,0.0005090073,0.003431123],"category_scores_gemma":[0.004864416,0.0005297284,0.0006470063,0.004546463,0.0005357593,0.0006529558,0.001315326,0.000986386,0.0004861828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03525802,"about_ca_system_score_gemma":0.05685779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991762,"about_ca_topic_score_gemma":0.9950062,"domain_scores_codex":[0.9972254,0.000249759,0.0002390859,0.0002319091,0.001440834,0.0006130262],"domain_scores_gemma":[0.9933896,0.0002906626,0.0009848827,0.0001245977,0.003557727,0.001652459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000809245,0.0003177963,0.9639047,0.0004968841,0.00005872976,0.0001415814,0.003657296,0.0000924893,0.00029809,0.0001606053,0.009972797,0.02081804],"study_design_scores_gemma":[0.00001237328,0.00006386679,0.9923027,0.0001366118,0.00001622963,0.00005479147,0.00270726,0.0001690572,0.00005082279,0.00001168084,0.004456202,0.00001860644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623756,0.001623736,0.0002713095,0.003000989,0.00004909102,0.0009021586,0.01793651,0.00003374463,0.01380666],"genre_scores_gemma":[0.9851367,0.002935066,0.001122645,0.001953544,0.0000269099,0.0003636674,0.005577178,0.00001670969,0.00286762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03525802,"threshold_uncertainty_score":0.2558161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649029862587906,"score_gpt":0.3780208826471875,"score_spread":0.3131178963883969,"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."}}