{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002038178,0.0006142582,0.01480762,0.0008306711,0.00008560817,0.00002188322,0.0002823506,0.0008919273,0.0004586346],"category_scores_gemma":[0.00204884,0.000373144,0.003277201,0.001758876,0.00013713,0.000043679,0.0001209458,0.001210159,0.00002831391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228905,"about_ca_system_score_gemma":0.0007495192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005152797,"about_ca_topic_score_gemma":0.000121806,"domain_scores_codex":[0.9939969,0.002393384,0.00172617,0.0009532091,0.0003228494,0.0006075563],"domain_scores_gemma":[0.9955537,0.002142879,0.000772655,0.001111728,0.0001973952,0.0002216025],"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":[0.00001627465,0.00005479114,0.000007115866,0.867653,0.1296958,0.0001187096,0.0000216204,0.000001215663,2.324812e-8,0.000047099,0.00010098,0.002283393],"study_design_scores_gemma":[0.0003943275,0.0004203309,0.000002982782,0.08917652,0.718792,0.00006748051,0.00001243714,0.00001186755,1.088106e-7,0.000006431388,0.1908857,0.0002298025],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001107503,0.9924776,0.00003322243,0.0001471325,0.0000321705,0.007012216,0.0001750912,0.00002795985,0.00008354142],"genre_scores_gemma":[0.00001049299,0.9954339,0.00002155544,0.000341577,0.00005456814,0.003044832,0.0002324993,0.00006362367,0.0007969637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7784765,"threshold_uncertainty_score":0.999872,"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."}}