{"id":"W3154680269","doi":"10.1016/j.chest.2021.03.066","title":"Diagnosis and Evaluation of Hypersensitivity Pneumonitis","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"American College of Physicians","keywords":"Medicine; Hypersensitivity pneumonitis; Intensive care medicine; Dermatology; Lung; Internal medicine","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":[0.0003625669,0.00005732907,0.0001550769,0.00003684162,0.00005919197,0.00001669442,0.00001462767,0.00003813801,0.0001636474],"category_scores_gemma":[0.0002324214,0.00005128083,0.00008819821,0.00006489754,0.00005142789,0.00007063698,0.0000183487,0.0001271788,0.00000304271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005333619,"about_ca_system_score_gemma":0.0002364876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005042313,"about_ca_topic_score_gemma":0.000001631185,"domain_scores_codex":[0.999272,0.0000872837,0.0001476462,0.00009004037,0.0003126318,0.00009033078],"domain_scores_gemma":[0.9991612,0.000037245,0.00006395083,0.00007983908,0.0005312167,0.0001265389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001227605,0.001390559,0.1936524,0.001160992,0.000467102,0.003084439,0.0009694066,0.00002457776,0.219543,0.0003734558,0.001905194,0.5762013],"study_design_scores_gemma":[0.002020301,0.0009810366,0.9496332,0.00113835,0.001429864,0.009892983,0.00104752,0.001427751,0.02844329,0.000599692,0.003224363,0.00016162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919739,0.003715056,0.00002456297,0.001244799,0.0001598488,0.00005867959,0.00001093263,0.000004437564,0.002807724],"genre_scores_gemma":[0.9980664,0.001247235,0.0002660697,0.0001096612,0.0002474067,0.000003365568,0.000006524357,0.000006648462,0.00004671362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7559808,"threshold_uncertainty_score":0.2091172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332096816426703,"score_gpt":0.3123618872732968,"score_spread":0.2690409191090298,"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."}}