{"id":"W4290653885","doi":"10.1002/lary.30328","title":"Laryngeal Plasmacytosis Responsive to Inhaled Budesonide","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Plasmacytosis; Medicine; Budesonide; Histopathology; Mucous membrane; Pathology; Infiltration (HVAC); Airway; Hyperplasia; Respiratory tract; Respiratory Mucosa; Airway obstruction; Internal medicine; Epithelium; Respiratory system; Surgery; Asthma","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":["insufficient_payload"],"category_scores_codex":[0.001181032,0.0001700238,0.0002930474,0.0001969512,0.0007817834,0.00003621595,0.0004481252,0.00005890347,0.003224807],"category_scores_gemma":[0.0003315449,0.0001199107,0.0001210425,0.0009716837,0.00008749586,0.00006336275,0.000588131,0.0009931573,0.0009638581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688736,"about_ca_system_score_gemma":0.0003387356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000760472,"about_ca_topic_score_gemma":0.00002033431,"domain_scores_codex":[0.9975131,0.0005751664,0.0002607678,0.0003469911,0.0008078906,0.0004960836],"domain_scores_gemma":[0.9985904,0.0003392576,0.00004940216,0.0006603058,0.00009742895,0.0002632242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03902812,0.001916406,0.01604762,0.0002688734,0.001567392,0.01129436,0.01585241,0.003604984,0.3108081,0.005931033,0.5617923,0.03188834],"study_design_scores_gemma":[0.003098533,0.003381679,0.01443045,0.00008412066,0.0001770523,0.0009077701,0.002669124,0.0003871916,0.02057183,0.0001929767,0.9537138,0.0003854255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632605,0.0004782395,0.00001910653,0.01666477,0.0002118827,0.0009543435,0.00002760946,0.0001079117,0.01827564],"genre_scores_gemma":[0.972537,0.00004021724,0.0001205882,0.009435921,0.0002256935,0.0003813248,0.00001582772,0.00004643426,0.01719697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919215,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932013816150232,"score_gpt":0.2973960423953207,"score_spread":0.2780759042338184,"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."}}