{"id":"W3194760830","doi":"10.1080/24745332.2021.1946870","title":"Multiple lung nodules, eosinophilia and severe asthma","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Eosinophilia; Medicine; Angiolymphoid hyperplasia with eosinophilia; Pathology; Lung; Histopathology; Asthma; Benralizumab; Pulmonary Eosinophilia; Biopsy; Eosinophil; Internal medicine; Bronchoalveolar lavage; Mepolizumab","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":[0.0002741631,0.0001874756,0.0005795836,0.0002540713,0.0001829676,0.00003713071,0.0000707901,0.0001521499,0.0003686651],"category_scores_gemma":[0.002195768,0.0001502994,0.00008173661,0.000182492,0.0006192218,0.000119261,0.00001875165,0.000425448,0.000001762432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008333158,"about_ca_system_score_gemma":0.0008969281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002986217,"about_ca_topic_score_gemma":0.002890842,"domain_scores_codex":[0.9985512,0.00008458726,0.0004598727,0.0002408873,0.0003049606,0.0003584454],"domain_scores_gemma":[0.9969053,0.0002243036,0.00005771294,0.0002021557,0.0008437079,0.001766821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002798797,0.0001181652,0.5934287,0.003370807,0.0004476361,0.04422352,0.007046957,0.000003133966,0.003031395,0.008149731,0.03502689,0.3048732],"study_design_scores_gemma":[0.01346878,0.007775106,0.3460581,0.003801878,0.001480387,0.02541938,0.02712167,0.0001265701,0.0005691883,0.001398667,0.5718477,0.0009326404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7533369,0.2318895,0.00006405972,0.01050447,0.0004669605,0.0001046582,0.00002590768,0.000007450022,0.003600066],"genre_scores_gemma":[0.9924707,0.0002824347,0.0003030142,0.006339136,0.0004995448,0.000001344412,0.000008163896,0.00002220523,0.00007344083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5368208,"threshold_uncertainty_score":0.6129034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180807675715858,"score_gpt":0.2773088030715293,"score_spread":0.2592280354999434,"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."}}