{"id":"W2768668936","doi":"10.1183/23120541.00067-2017","title":"<i>Aspergillus fumigatus</i>-specific immunoglobulin levels in BALF of CF patients","year":2017,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Oesterreichische Nationalbank; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Aspergillus fumigatus; Medicine; Cystic fibrosis; Immunoglobulin E; Microbiology; Aspergillus; Antibody; Immunology; Aspergillosis; Immunoglobulin G; Allergic bronchopulmonary aspergillosis; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003245942,0.0001855362,0.0006039153,0.0003947983,0.0004661847,0.0003679289,0.002355798,0.000126013,0.001559032],"category_scores_gemma":[0.003923915,0.0001567594,0.000087559,0.0004698309,0.00091638,0.0006065632,0.002538754,0.0009765481,0.0004734443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003327345,"about_ca_system_score_gemma":0.0005205963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379297,"about_ca_topic_score_gemma":0.000297316,"domain_scores_codex":[0.9954673,0.0003454941,0.0005730208,0.0006078965,0.002020077,0.0009862294],"domain_scores_gemma":[0.9959682,0.0004611805,0.0001454014,0.002057187,0.001038261,0.0003297856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009586607,0.003309007,0.6207107,0.0007310294,0.0001763665,0.0005871222,0.001316475,0.00001204528,0.1288344,0.004397403,0.05055641,0.1797824],"study_design_scores_gemma":[0.005675161,0.0008937068,0.9092237,0.0006774241,0.000003314055,0.000005695059,0.0002197537,0.00005368226,0.01676867,0.0007419914,0.06557792,0.0001589768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088305,0.001135768,0.00001050365,0.001928256,0.0001900463,0.00287188,0.00009922842,0.00001381974,0.08491998],"genre_scores_gemma":[0.9909607,0.0003677762,0.002344026,0.00002661776,0.00008116364,0.0001268472,0.00004154991,0.00004075678,0.006010544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.288513,"threshold_uncertainty_score":0.9993537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2035807230535435,"score_gpt":0.4825764589734059,"score_spread":0.2789957359198624,"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."}}