{"id":"W2980264725","doi":"10.1111/all.14087","title":"The presence of <i>Aspergillus fumigatus</i> in asthmatic airways is not clearly related to clinical disease severity","year":2019,"lang":"en","type":"article","venue":"Allergy","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University College Cork; Science Foundation Ireland; Teva Pharmaceutical Industries","keywords":"Aspergillus fumigatus; Bronchoalveolar lavage; Immunology; Medicine; Immunoglobulin E; Asthma; Aspergillus; Allergic bronchopulmonary aspergillosis; Sensitization; Allergy; Galactomannan; Aspergillosis; Microbiology; Lung; Internal medicine; Biology; Antibody","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":[],"consensus_categories":[],"category_scores_codex":[0.0006980985,0.0001258188,0.0003645483,0.00003283087,0.00004694494,0.00001068057,0.000212677,0.0001040015,0.0002609371],"category_scores_gemma":[0.0008574065,0.00008691765,0.0001704563,0.0002595713,0.0001542589,0.00007457882,0.0001069775,0.0003039659,0.000278365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003933762,"about_ca_system_score_gemma":0.0001950083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599353,"about_ca_topic_score_gemma":0.0003396326,"domain_scores_codex":[0.9981847,0.0001441665,0.0006311771,0.0003593784,0.0003944173,0.0002861856],"domain_scores_gemma":[0.9982772,0.0004398626,0.00009355111,0.000813415,0.0001155981,0.0002603233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005723885,0.0006477712,0.9637449,0.0002197686,0.0001401898,0.00007002758,0.00114837,0.0000473809,0.001356,0.002154369,0.00931954,0.01542783],"study_design_scores_gemma":[0.0009097831,0.0003058006,0.9739208,0.0001805186,0.00001236654,0.000001184509,0.000178879,0.0007358028,0.0001647881,0.0003323389,0.02315378,0.0001039631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920114,0.0002605846,0.000009240949,0.004123048,0.000225065,0.0004793097,0.00001277894,0.00002319756,0.002855347],"genre_scores_gemma":[0.9923872,0.0003189923,0.00009545025,0.001406151,0.00002602797,0.000008325369,0.000005484198,0.00001488295,0.005737476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01532387,"threshold_uncertainty_score":0.3577912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598886427902638,"score_gpt":0.3073349607620947,"score_spread":0.2913460964830683,"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."}}