{"id":"W2006282566","doi":"10.1097/pas.0b013e3181bb2538","title":"Pathologic Patterns and Survival in Chronic Hypersensitivity Pneumonitis","year":2009,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Usual interstitial pneumonia; Hypersensitivity pneumonitis; Fibrosis; Medicine; Pathology; Idiopathic pulmonary fibrosis; Pneumonia; Pulmonary fibrosis; Giant cell; Pneumonitis; 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":[0.0006320794,0.0001395604,0.0006460756,0.000116295,0.00004713186,0.000009810477,0.00009555553,0.00004649055,0.00001741868],"category_scores_gemma":[0.00004144037,0.00008569256,0.0001706376,0.0001668169,0.0004766583,0.00005628774,0.00003439682,0.0004705929,0.000003965465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009801196,"about_ca_system_score_gemma":0.00008742537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003164775,"about_ca_topic_score_gemma":0.000003676987,"domain_scores_codex":[0.9985635,0.0004344374,0.0003741418,0.000160859,0.0001846359,0.0002824001],"domain_scores_gemma":[0.9991653,0.0001838936,0.0002680908,0.0001566773,0.00007690994,0.0001491399],"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":[0.02213711,0.001087966,0.1052155,0.00007853793,0.0001094914,0.2805555,0.001232354,0.00007371029,0.05505294,0.001338688,0.00006748367,0.5330507],"study_design_scores_gemma":[0.001639954,0.02027674,0.915374,0.0001907314,0.0001100032,0.06037003,0.0008200529,0.00009847687,0.00006914728,0.0005183679,0.000376064,0.0001563948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927958,0.0007298545,0.00005318481,0.005516069,0.00010941,0.00008090608,0.00001054929,0.00000917162,0.0006950572],"genre_scores_gemma":[0.9970724,0.001845003,0.00005143753,0.000661021,0.0003436456,9.252219e-7,0.000001816452,0.000008132877,0.0000156105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8101586,"threshold_uncertainty_score":0.3494442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156993207398315,"score_gpt":0.2730631248488913,"score_spread":0.2614931927749081,"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."}}