{"id":"W3205837854","doi":"10.1111/resp.14169","title":"Risk factors for chronic cough in adults: A systematic review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Respirology","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; China Scholarship Council","keywords":"Medicine; Chronic cough; Asthma; Confounding; Epidemiology; Risk factor; Population; Internal medicine; Etiology; Meta-analysis; Observational study; Physical therapy; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01247571,0.002976115,0.0189099,0.006641796,0.000668017,0.003342883,0.001873267,0.002325558,0.004090845],"category_scores_gemma":[0.0299909,0.001553311,0.03618252,0.007201615,0.0006605589,0.001868238,0.001470711,0.002178808,0.0002930075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685,"about_ca_system_score_gemma":0.003883493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006678114,"about_ca_topic_score_gemma":0.01375086,"domain_scores_codex":[0.9912344,0.003813459,0.002738524,0.0008704588,0.001037169,0.0003059343],"domain_scores_gemma":[0.9830027,0.01206263,0.002891552,0.0004374758,0.001405633,0.000199936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009974515,0.00003173207,0.003294102,0.5384821,0.4463239,0.0001183376,0.00007532333,0.000394501,0.0001478564,0.0001189609,0.0006292578,0.009386378],"study_design_scores_gemma":[0.0003835523,0.0001825183,0.004325758,0.04824057,0.9445632,0.0001067424,0.000046874,0.0001940115,0.00009992257,0.0001585183,0.001672298,0.00002595483],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002859204,0.9955506,0.0003748028,0.0001651254,0.0001263944,0.0003042148,0.0004462565,0.0000179635,0.0001554234],"genre_scores_gemma":[0.1125848,0.8815843,0.002076281,0.0008037405,0.0002832848,0.001550043,0.0008301426,0.00002206145,0.0002653321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0189099,"threshold_uncertainty_score":0.06597865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09145205895802541,"score_gpt":0.4129899984905927,"score_spread":0.3215379395325673,"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."}}