{"id":"W4377088018","doi":"10.1080/24745332.2023.2205608","title":"Management of cough in Canadian primary care and specialty practices: A survey of current knowledge of clinicians and allied health professionals","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary; McGill University Health Centre; University of Toronto; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Merck Canada","keywords":"Medicine; Etiology; Specialty; Spirometry; Asthma; Chronic cough; Disease; Family medicine; Disease management; Computer-assisted web interviewing; Primary care; Physical therapy; Intensive care medicine; Internal medicine","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":[0.001107946,0.0001900042,0.00037803,0.001095589,0.002637803,0.001402999,0.001058666,0.000701142,0.002397783],"category_scores_gemma":[0.00723575,0.000346554,0.0002987148,0.003041455,0.0008980018,0.0006152842,0.0009036823,0.000753221,0.0002098251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02261193,"about_ca_system_score_gemma":0.03011728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980674,"about_ca_topic_score_gemma":0.9832198,"domain_scores_codex":[0.9977719,0.0001864803,0.0001911082,0.0002080634,0.001146483,0.0004958828],"domain_scores_gemma":[0.9923813,0.0008565901,0.001974433,0.0001022606,0.002718035,0.001967377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003740898,0.00007243419,0.9824846,0.000175896,0.00002287177,0.0001983213,0.005138477,0.00003996318,0.0001621673,0.00006438787,0.002811218,0.008792206],"study_design_scores_gemma":[0.00001038222,0.0000476007,0.9912233,0.0001121909,0.00001132277,0.0001394537,0.006580135,0.0001511214,0.00002398692,0.00001604047,0.001673559,0.00001085015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98844,0.001709282,0.00006094011,0.00291285,0.00002167739,0.0000990325,0.002170985,0.0000121925,0.004572948],"genre_scores_gemma":[0.9968367,0.001395975,0.000179227,0.0007657642,0.00001142486,0.00002350687,0.0004697384,0.000002576349,0.0003151283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02261193,"threshold_uncertainty_score":0.1640618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498838193393087,"score_gpt":0.4627568832475721,"score_spread":0.3128730639082634,"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."}}