{"id":"W4414873235","doi":"10.58931/crt.2025.1211","title":"Management of Refractory Chronic Cough and Emerging Therapies in 2025","year":2025,"lang":"en","type":"article","venue":"Canadian Respirology Today","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"British Medical Association; McMaster University; European Respiratory Society","keywords":"Chronic cough; Refractory (planetary science); Ambulatory; Referral; Quality of life (healthcare); Dry cough; Primary care","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":[0.0005134352,0.0002663372,0.0004997958,0.000581265,0.0008775791,0.0009229862,0.0004298196,0.001181311,0.003673029],"category_scores_gemma":[0.001121131,0.000078203,0.000534815,0.0002489252,0.0002667338,0.0006163977,0.0006717892,0.001256558,0.0008961359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266415,"about_ca_system_score_gemma":0.001809791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004236598,"about_ca_topic_score_gemma":0.0141304,"domain_scores_codex":[0.9996349,0.0000755219,0.00004317108,0.00002633288,0.0001155525,0.0001045934],"domain_scores_gemma":[0.9996073,0.00005950466,0.00007198918,0.000007449843,0.0000948706,0.0001590277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00111141,0.0008237179,0.01723798,0.0040231,0.000201031,0.01795854,0.0007708974,0.0005549128,0.00684971,0.0075116,0.09020883,0.8527482],"study_design_scores_gemma":[0.000762679,0.003166663,0.06356493,0.0128242,0.000257391,0.05997914,0.001996032,0.00210014,0.0020444,0.007036317,0.84618,0.00008802419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09180871,0.7237662,0.002900214,0.05477532,0.00474508,0.0004641847,0.0004181064,0.0001552154,0.120967],"genre_scores_gemma":[0.6437874,0.2684108,0.007025358,0.04044724,0.009745218,0.0003926656,0.001314341,0.00004700638,0.02882993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004236598,"threshold_uncertainty_score":0.01228744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368909997243518,"score_gpt":0.3063239596771775,"score_spread":0.2926348597047423,"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."}}