{"id":"W2178737827","doi":"10.1378/chest.2263849","title":"An Asthmatic Population With High Macrophages in Their Sputum Differential Cell Counts","year":2015,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Sputum; Asthma; Eosinophil; Population; Eosinophilic; Internal medicine; Immunology; Population study; Pathology; Tuberculosis","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":[0.0002395009,0.0002544165,0.0003485586,0.001271276,0.0006316223,0.0008458654,0.0002150999,0.000449279,0.003931575],"category_scores_gemma":[0.000787726,0.0001444102,0.0001736764,0.0005938191,0.0003080504,0.0002857094,0.0005165231,0.0003783582,0.0009986944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168032,"about_ca_system_score_gemma":0.0001163326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003581758,"about_ca_topic_score_gemma":0.0004170152,"domain_scores_codex":[0.9996663,0.00004145562,0.0000446203,0.00006306614,0.00007243011,0.0001121252],"domain_scores_gemma":[0.999551,0.00008023892,0.00009276816,0.00004435928,0.0001292914,0.0001022341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001814706,0.0003384431,0.7218131,0.0001218155,0.0000563442,0.01861062,0.0009015721,0.00007351704,0.2290526,0.0006187412,0.0009172176,0.02568126],"study_design_scores_gemma":[0.00005928845,0.000737326,0.9211793,0.00006072304,0.0001330263,0.04657361,0.002274285,0.0004909356,0.02077161,0.0006672847,0.007027886,0.00002452852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944661,0.001133501,0.0005418243,0.0001312164,0.00004722251,0.00004690304,0.0002112912,0.00003165436,0.003390231],"genre_scores_gemma":[0.9981343,0.0001914404,0.0004479528,0.0001177786,0.0001182202,0.00002611278,0.0002060038,0.000007027034,0.0007511056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003931575,"threshold_uncertainty_score":0.01315248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519527982441526,"score_gpt":0.2553470600277467,"score_spread":0.2401517802033314,"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."}}