{"id":"W2053522262","doi":"10.1183/09031936.02.00104002","title":"Induced sputum: time from expectoration to processing","year":2002,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Sputum; Eosinophil cationic protein; Repeatability; Medicine; Fibrinogen; Saliva; Eosinophil; Asthma; Intraclass correlation; Internal medicine; Gastroenterology; Immunology; Chemistry; Chromatography; Pathology; Reproducibility; 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":[0.002109739,0.0005020569,0.0009232408,0.0005353527,0.0004364419,0.001722666,0.0007079432,0.0007566488,0.003218979],"category_scores_gemma":[0.004275816,0.0003538995,0.0005146735,0.00040221,0.0004317136,0.0006458616,0.0007227423,0.001178644,0.001263592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546255,"about_ca_system_score_gemma":0.0007004107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107119,"about_ca_topic_score_gemma":0.000995589,"domain_scores_codex":[0.997872,0.0004471942,0.0002187323,0.0003334882,0.0009059967,0.0002225718],"domain_scores_gemma":[0.9960769,0.001166515,0.0007419041,0.0003174889,0.001374786,0.0003223846],"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":[0.006850678,0.0003832515,0.1649281,0.001575526,0.000259073,0.002408192,0.001273835,0.0002806167,0.6463197,0.0006795094,0.004008844,0.1710326],"study_design_scores_gemma":[0.0001234637,0.006695743,0.7350179,0.0004768126,0.0003969971,0.006620111,0.000853338,0.001530743,0.220156,0.0005216174,0.02752254,0.00008481345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335846,0.03720478,0.01664456,0.0007851809,0.0009904455,0.0007310753,0.00115002,0.0007342174,0.008175012],"genre_scores_gemma":[0.9817965,0.003591572,0.009752086,0.0004292885,0.0002381147,0.0003822525,0.001102609,0.00009267507,0.002614938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003218979,"threshold_uncertainty_score":0.01115751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04580049297859353,"score_gpt":0.275046953782174,"score_spread":0.2292464608035805,"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."}}