{"id":"W1683560178","doi":"10.1111/j.1398-9995.2011.02588.x","title":"Sputum inflammatory cells and allergen-induced airway responses in allergic asthmatic subjects","year":2011,"lang":"en","type":"article","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Methacholine; Medicine; Allergen; Bronchoconstriction; Immunology; Sputum; Asthma; Allergy; Inhalation; Airway; Bronchial hyperresponsiveness; Provocation test; Respiratory disease; Internal medicine; Lung; Anesthesia; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002214275,0.0002791143,0.0003970152,0.0002933234,0.00007311903,0.00001313646,0.0001275131,0.0001749246,0.0006755903],"category_scores_gemma":[0.00008391323,0.0002391999,0.0001038149,0.0001899168,0.0001116587,0.0001260912,0.00009502208,0.0002128353,0.0001377431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004337335,"about_ca_system_score_gemma":0.0002442238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009977816,"about_ca_topic_score_gemma":0.0002666383,"domain_scores_codex":[0.9982923,0.0001644311,0.0004295646,0.0004074708,0.0002737147,0.0004325228],"domain_scores_gemma":[0.9989592,0.00008574386,0.0001054142,0.0004172829,0.00006062132,0.0003717066],"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":[0.01904574,0.006665351,0.1236013,0.002065941,0.002106594,0.02031193,0.03667619,0.00005930274,0.6372173,0.00424785,0.02744012,0.1205624],"study_design_scores_gemma":[0.005691959,0.00168083,0.8649804,0.0005145318,0.00004523766,0.0001367693,0.001465124,0.0002122556,0.0504753,0.0002913603,0.07364734,0.0008588748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991284,0.001752923,0.000006834709,0.0001459241,0.0002231676,0.0003368786,0.000003346767,0.00009606324,0.006150853],"genre_scores_gemma":[0.9970011,0.0005540282,0.0002944847,0.0007581126,0.0001330358,0.000043093,0.000006047993,0.00005095562,0.001159211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7413791,"threshold_uncertainty_score":0.9754288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320340330546215,"score_gpt":0.2421659280712587,"score_spread":0.2189625247657966,"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."}}