{"id":"W2509867149","doi":"10.1016/j.chest.2016.07.029","title":"Occupational and Environmental Contributions to Chronic Cough in Adults","year":2016,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Cancer Research UK","keywords":"Medicine; Chronic cough; Guideline; Systematic review; Occupational asthma; Environmental health; Intensive care medicine; Occupational exposure; MEDLINE; Family medicine; Pathology; Asthma; Internal medicine","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":[0.0007580479,0.0008818918,0.001734554,0.002958156,0.0002763351,0.001103843,0.0006973057,0.001227151,0.002597941],"category_scores_gemma":[0.001596834,0.0003646559,0.001750986,0.002909698,0.0004043699,0.001004343,0.0009847329,0.0009993821,0.0003939309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959604,"about_ca_system_score_gemma":0.001449272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354481,"about_ca_topic_score_gemma":0.009022283,"domain_scores_codex":[0.9995996,0.00006990664,0.0001139577,0.00008207564,0.0001032805,0.00003112507],"domain_scores_gemma":[0.9991589,0.0004894428,0.0002060723,0.00001372144,0.00009860077,0.00003331223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000179172,0.0001188328,0.005284714,0.1473169,0.001816882,0.0003593016,0.0002432582,0.0002254032,0.0007845212,0.0007256112,0.008734565,0.8342108],"study_design_scores_gemma":[0.0001742812,0.000652639,0.0770541,0.1661172,0.01574535,0.005486976,0.001545121,0.0002866014,0.0007448096,0.002624976,0.7293781,0.0001899472],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001893219,0.999503,0.00001626492,0.00006794399,0.00005750998,0.000002864887,0.0000218564,9.877593e-7,0.0001401461],"genre_scores_gemma":[0.001088617,0.9986131,0.00005260208,0.00007590485,0.00008428433,0.000002823587,0.00001971162,2.191794e-7,0.00006270478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003354481,"threshold_uncertainty_score":0.008690953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596381906236439,"score_gpt":0.3859984151806721,"score_spread":0.3500345961183077,"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."}}