{"id":"W3209321152","doi":"10.1080/24745332.2021.1979904","title":"Chronic cough: Investigations, management, current and future treatments","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université Laval; McGill University Health Centre; Western University; Dalhousie University; University of Toronto; Canadian Heart Research Centre; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Chronic cough; Medicine; Gabapentin; Intensive care medicine; Asthma; Disease; Physical therapy; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000300427,0.0001821685,0.0004065112,0.0003495679,0.0002611247,0.00004099811,0.00007945228,0.0001340174,0.0003340224],"category_scores_gemma":[0.0003343254,0.0001384654,0.00006868402,0.0003245442,0.0006923864,0.0001351341,0.00001988123,0.0006195447,0.000004749728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388043,"about_ca_system_score_gemma":0.001463704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003700881,"about_ca_topic_score_gemma":0.0004228849,"domain_scores_codex":[0.9984016,0.0001532957,0.0004372469,0.0002442877,0.0003965926,0.0003669992],"domain_scores_gemma":[0.9969779,0.00009765315,0.00005867837,0.000217457,0.00072529,0.001922992],"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":[0.00008445053,0.00004310285,0.03211495,0.001891485,0.0004170112,0.01577202,0.001310347,0.000001131318,0.000564297,0.01158686,0.009007653,0.9272067],"study_design_scores_gemma":[0.00388228,0.002445583,0.03039793,0.001257542,0.0009976038,0.001073562,0.005080056,0.000005822264,0.0003566658,0.0004727506,0.9538372,0.0001930005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2771969,0.7031673,0.00004970809,0.01169554,0.0008826657,0.000227165,0.00002047993,0.000009697567,0.006750656],"genre_scores_gemma":[0.9850079,0.006905783,0.000196492,0.003969434,0.003701105,0.00001021546,0.00001989631,0.00003352999,0.0001556124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9448295,"threshold_uncertainty_score":0.5646456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942960012971074,"score_gpt":0.341183694796049,"score_spread":0.3017540946663383,"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."}}