{"id":"W2309169419","doi":"10.1155/2007/190618","title":"Sputum Neutrophilia Can Mask Eosinophilic Bronchitis During Exacerbations","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Neutrophilia; Sputum; Bronchitis; Eosinophilic; Eosinophilia; Bronchiectasis; Intensive care medicine; Dermatology; Immunology; Internal medicine; Pathology; Tuberculosis; Lung","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003894813,0.0002756098,0.0003248398,0.0009358319,0.0009038908,0.00009994088,0.0002047854,0.0001896554,0.001058655],"category_scores_gemma":[0.0001298677,0.0002629376,0.0002429123,0.0004315882,0.0001869074,0.0001489111,0.00002259663,0.0007384872,0.000112002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119204,"about_ca_system_score_gemma":0.003170552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284516,"about_ca_topic_score_gemma":0.04075154,"domain_scores_codex":[0.997609,0.00007611805,0.0005784161,0.0003164937,0.0004279212,0.0009921081],"domain_scores_gemma":[0.9954838,0.00003075927,0.0001535289,0.0004033633,0.0002335098,0.003695088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004038137,0.0002548663,0.8284955,0.000238774,0.0003206286,0.03967955,0.000964854,0.0001552515,0.03673938,0.00127858,0.02077829,0.07069052],"study_design_scores_gemma":[0.001502095,0.0002940751,0.7714965,0.0001444502,0.00009055234,0.002160705,0.0004110225,0.000004275317,0.00147317,0.00007416165,0.2220293,0.0003197745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895694,0.002328875,0.00005012399,0.001091746,0.0006329322,0.0002664803,0.00005150123,0.00005633088,0.005952647],"genre_scores_gemma":[0.9909704,0.00002722639,0.0000915198,0.00533999,0.002276557,0.000005225373,0.000006991745,0.00006623944,0.001215836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.201251,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376211983657252,"score_gpt":0.249573086034196,"score_spread":0.2358109661976235,"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."}}