{"id":"W2971172787","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a3063","title":"Clinical and Radiological Features That Are Used to Distinguish Chronic Hypersensitivity Pneumonitis from Idiopathic Pulmonary Fibrosis","year":2019,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hypersensitivity pneumonitis; Medicine; Radiological weapon; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Pathology; Fibrosis; Pulmonary disease; Lung; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127599,0.001272093,0.001320477,0.004397937,0.0007904966,0.001123413,0.0006860354,0.001690619,0.003087633],"category_scores_gemma":[0.00540761,0.0003289911,0.0009522711,0.001579338,0.001717806,0.001455581,0.0007819172,0.001485127,0.001307097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392425,"about_ca_system_score_gemma":0.0006516752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508837,"about_ca_topic_score_gemma":0.001649406,"domain_scores_codex":[0.9989359,0.0001638282,0.0002995903,0.00009302123,0.0003420267,0.0001655978],"domain_scores_gemma":[0.9969602,0.0007806538,0.000861742,0.00009824363,0.0006751168,0.0006239313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001236346,0.0004227023,0.8704405,0.0008623204,0.0002212912,0.04907674,0.0005410231,0.0006748428,0.04400882,0.001564194,0.004044455,0.02690688],"study_design_scores_gemma":[0.0001902489,0.00100935,0.7375727,0.0006050857,0.0002559314,0.2393436,0.001082047,0.002535075,0.008992271,0.001095707,0.007233484,0.00008458206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839066,0.02072702,0.007707137,0.003249294,0.0006735256,0.0007429105,0.001349319,0.0003041012,0.0813401],"genre_scores_gemma":[0.9917338,0.002191918,0.003126598,0.0006010876,0.0002775895,0.0001120049,0.0007623007,0.00001884772,0.00117588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004397937,"threshold_uncertainty_score":0.01032919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754959743490948,"score_gpt":0.2904511569420504,"score_spread":0.2629015595071409,"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."}}