{"id":"W4410268289","doi":"10.1164/ajrccm.2025.211.abstracts.a1963","title":"Characterization of Cough Phenotypes and Mannitol Evoked Coughs in Refractory and Unexplained Chronic Cough","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Chronic cough; Refractory (planetary science); Mannitol; Phenotype; Intensive care medicine; Anesthesia; Internal medicine; Asthma; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007560152,0.0002105397,0.0005092575,0.0002228415,0.000263781,0.0003221259,0.0001967894,0.0003267849,0.001495549],"category_scores_gemma":[0.0007125064,0.00009236299,0.0003076345,0.0002048767,0.0001830354,0.0002576416,0.0002568056,0.0003077619,0.000208809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436325,"about_ca_system_score_gemma":0.0003202937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005514071,"about_ca_topic_score_gemma":0.001382847,"domain_scores_codex":[0.9997514,0.00007552234,0.00003565029,0.0000514862,0.00004359051,0.00004232357],"domain_scores_gemma":[0.9994817,0.0001187466,0.000175268,0.00002916699,0.00006428544,0.0001308017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0172801,0.002263641,0.8691776,0.000668905,0.0002838171,0.001182803,0.0004248036,0.0004016696,0.0570522,0.00008107468,0.0007924203,0.05039088],"study_design_scores_gemma":[0.0008598002,0.02195645,0.9690242,0.00005319956,0.0001388553,0.002984555,0.0002951414,0.0004793989,0.002954181,0.00003844562,0.0012007,0.00001510134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985443,0.0006103632,0.00006798053,0.00002269176,0.000004249395,0.0001082322,0.0002303745,0.000004035974,0.0004077941],"genre_scores_gemma":[0.9991249,0.0001396508,0.0001863244,0.00005569501,0.000008940739,0.00007061839,0.0002925067,8.293698e-7,0.000120542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001495549,"threshold_uncertainty_score":0.005003095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495128065564977,"score_gpt":0.3336539348162841,"score_spread":0.3187026541606344,"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."}}