{"id":"W4380882047","doi":"10.1016/s2213-2600(23)00187-x","title":"Cough and cough hypersensitivity as treatable traits of asthma","year":2023,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute for Health and Care Research; UK Research and Innovation","keywords":"Medicine; Bronchoconstriction; Asthma; Chronic cough; Cough reflex; Bronchiectasis; Gabapentin; Airway; Anesthesia; Intensive care medicine; Immunology; Internal medicine; Lung; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003892398,0.0007252498,0.004975647,0.0004244612,0.0002353161,0.00002056098,0.0004799983,0.0006512212,0.0002228776],"category_scores_gemma":[0.001349244,0.0003919862,0.0003667498,0.001406436,0.001452284,0.00009146389,0.0002095254,0.001936811,0.0002878277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251056,"about_ca_system_score_gemma":0.00103263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091856,"about_ca_topic_score_gemma":0.0000284297,"domain_scores_codex":[0.9948711,0.001017736,0.001233306,0.0007955561,0.001257188,0.0008251058],"domain_scores_gemma":[0.995859,0.001541871,0.0005880609,0.001329499,0.0002888956,0.0003926655],"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":[0.0004831334,0.0001257454,0.00001853843,0.03520186,0.001264968,0.001510085,0.0005212618,0.000001218643,0.0001415856,0.001314315,0.03539628,0.924021],"study_design_scores_gemma":[0.002218876,0.001348261,0.0002314161,0.02652938,0.001593782,0.0005260281,0.0002623065,0.00000468022,0.00003158577,0.00008921414,0.9668506,0.0003138723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001646004,0.9731101,0.000002184163,0.0009559953,0.0002417747,0.001762707,0.0000986501,0.0001724299,0.02201016],"genre_scores_gemma":[0.0002398583,0.9909324,0.00001049898,0.001106563,0.002855074,0.0001286146,0.00005349112,0.0001522779,0.004521226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9314543,"threshold_uncertainty_score":0.9998532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2858372296509936,"score_gpt":0.4499523139820455,"score_spread":0.164115084331052,"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."}}