{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002046324,0.0001796871,0.0003856458,0.000144043,0.0001332583,0.00007541281,0.0002685452,0.0001241686,0.0003931349],"category_scores_gemma":[0.0001453538,0.0001461874,0.0001481906,0.000450954,0.00004990095,0.0001505747,0.0001040357,0.001306862,0.0005163968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166593,"about_ca_system_score_gemma":0.0002681945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008923871,"about_ca_topic_score_gemma":0.000003447494,"domain_scores_codex":[0.9980876,0.00008661044,0.0004878688,0.0002525562,0.0006084448,0.0004769568],"domain_scores_gemma":[0.9986943,0.00002763878,0.00009369384,0.0002002618,0.0002481963,0.000735918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02012043,0.002789656,0.1394028,0.0008209138,0.005575771,0.124046,0.03563942,0.0005944333,0.3172705,0.0005016506,0.08338586,0.2698527],"study_design_scores_gemma":[0.04090507,0.01603832,0.6072269,0.002820851,0.000989368,0.01537921,0.003227263,0.001543541,0.07256672,0.0003486466,0.2372386,0.001715467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983593,0.0003285838,0.0003730952,0.01254433,0.0002808628,0.000374044,0.00001226948,0.00002873216,0.002465054],"genre_scores_gemma":[0.9913209,0.0003401266,0.0008017019,0.006409341,0.0005068208,0.00001910229,0.00001011559,0.00003648588,0.0005554158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4678242,"threshold_uncertainty_score":0.6637409,"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."}}