{"id":"W3008055948","doi":"10.1016/j.chest.2020.01.044","title":"Acute Cough Due to Acute Bronchitis in Immunocompetent Adult Outpatients","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute on Aging; Agency for Healthcare Research and Quality; National Institute for Health and Care Research; National Institute on Drug Abuse; Wellcome Trust","keywords":"Medicine; Bronchitis; Intensive care medicine; Sputum; Chronic bronchitis; Internal medicine; Tuberculosis; Pathology","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":[0.0003533928,0.0003493098,0.0004669444,0.001014297,0.000887481,0.0007595761,0.000276026,0.0008923715,0.002983947],"category_scores_gemma":[0.002617046,0.0002921102,0.0002849653,0.0004621566,0.0003552994,0.0006402706,0.0004669849,0.0005305856,0.0004030585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626281,"about_ca_system_score_gemma":0.0004353246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002704553,"about_ca_topic_score_gemma":0.003720763,"domain_scores_codex":[0.9995456,0.0001020571,0.00007979733,0.00004785272,0.0000652562,0.000159299],"domain_scores_gemma":[0.998978,0.0003357394,0.0002622052,0.000019605,0.00007931331,0.0003250621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003150098,0.0004434705,0.9743698,0.00007621382,0.00002075316,0.01974702,0.0006113558,0.00001932488,0.001150575,0.00002823833,0.000349475,0.002868794],"study_design_scores_gemma":[0.00002427533,0.0005533856,0.9811766,0.00004343907,0.00002452564,0.01595607,0.001761617,0.00009962371,0.00008364353,0.00002157477,0.0002496996,0.000005658554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979553,0.0005831147,0.00002073964,0.000139516,0.00002007779,0.00002088485,0.00007118941,0.000003859067,0.001185244],"genre_scores_gemma":[0.9990984,0.0003806177,0.00003233442,0.000154378,0.00008143864,0.000008469388,0.00006495746,8.190096e-7,0.0001784896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002983947,"threshold_uncertainty_score":0.009982347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712942087090548,"score_gpt":0.3025045460536123,"score_spread":0.2753751251827068,"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."}}