{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240109,0.0002248325,0.0007380908,0.0002846999,0.0001347467,0.00003832445,0.0001348664,0.0002992967,0.0006813877],"category_scores_gemma":[0.0001763415,0.0001439322,0.0001842873,0.000155395,0.0001075499,0.00008069208,0.00006773067,0.001118206,0.0003376153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153249,"about_ca_system_score_gemma":0.001419552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001155352,"about_ca_topic_score_gemma":0.000002367384,"domain_scores_codex":[0.998323,0.0001373839,0.0005302844,0.0002456883,0.0004118177,0.000351815],"domain_scores_gemma":[0.9990716,0.0001369802,0.0001499211,0.0001716774,0.00004474481,0.0004250612],"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":[0.0001187596,0.0001028334,0.0002972596,0.00263194,0.000127466,0.0004502523,0.00003562409,3.070167e-7,0.0000123495,0.00004752775,0.001705186,0.9944705],"study_design_scores_gemma":[0.001409839,0.0002900567,0.001514708,0.02732885,0.0001098598,0.00175269,0.00001221194,0.000001908366,0.000003456199,0.00001649963,0.9674094,0.0001504935],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005608189,0.9979023,0.00006340066,0.0002614119,0.0001272076,0.000556104,0.0002022231,0.00000669858,0.000319803],"genre_scores_gemma":[0.0008141571,0.9974247,0.00002136539,0.00006576729,0.0009605629,0.00004802004,0.00006621918,0.00002448435,0.0005747001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.99432,"threshold_uncertainty_score":0.7460718,"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."}}