{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007210078,0.0001943182,0.0004350178,0.0004169416,0.0003673879,0.0004487057,0.0002715722,0.0005450153,0.001463502],"category_scores_gemma":[0.00658652,0.0001847932,0.0001936196,0.00033241,0.0005148148,0.0003269266,0.0003720734,0.0005330906,0.0002616537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544684,"about_ca_system_score_gemma":0.0003513674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551437,"about_ca_topic_score_gemma":0.006258993,"domain_scores_codex":[0.999099,0.0002419827,0.0001224418,0.00008444718,0.0002701099,0.0001820161],"domain_scores_gemma":[0.9961972,0.001356955,0.00181453,0.0000909919,0.0002426439,0.0002977796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000348548,0.00003214847,0.9802513,0.00008805293,0.00002155197,0.003341846,0.0001999569,0.00005429022,0.003296657,0.0000389289,0.0002565243,0.01207019],"study_design_scores_gemma":[0.00001660299,0.0003183319,0.9740239,0.00006736796,0.00006125335,0.02260322,0.0002615657,0.0002534715,0.001380309,0.00005320261,0.000954009,0.00000679198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949473,0.003320282,0.0002518788,0.0001776004,0.00001418667,0.00001840744,0.0000505451,0.00001075767,0.001209072],"genre_scores_gemma":[0.9991987,0.0004305396,0.0001524228,0.00007014917,0.00002256373,0.000003757198,0.0000456836,0.000002335145,0.00007384813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002551437,"threshold_uncertainty_score":0.00507319,"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."}}