{"id":"W105363048","doi":"10.1155/2014/541242","title":"Making an Accurate Diagnosis of Chronic Hypersensitivity Pneumonitis","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Hypersensitivity pneumonitis; Medicine; Idiopathic pulmonary fibrosis; Chronic pneumonia; Usual interstitial pneumonia; Interstitial pneumonitis; Interstitial pneumonia; Pneumonia; Fibrosis; Interstitial lung disease; Pulmonary fibrosis; Lung; Intensive care medicine; Immunology; Pathology; Lung disease; 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":[0.002447189,0.0009108303,0.001434304,0.003969288,0.001415163,0.002418117,0.001455992,0.004128756,0.002802246],"category_scores_gemma":[0.01533199,0.0008901126,0.0007262414,0.0007672803,0.00121652,0.004023625,0.00151279,0.003240066,0.002830256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007219283,"about_ca_system_score_gemma":0.001454816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002402399,"about_ca_topic_score_gemma":0.003494026,"domain_scores_codex":[0.9971159,0.0005941296,0.0005311508,0.0002054881,0.001172165,0.000381164],"domain_scores_gemma":[0.99549,0.001405085,0.0004375296,0.0002312531,0.001863382,0.0005727777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006391135,0.0005270005,0.2857057,0.001306374,0.0001410998,0.2277274,0.001490215,0.00179185,0.02883261,0.003098101,0.06915654,0.3795841],"study_design_scores_gemma":[0.0002226478,0.0008369145,0.1756306,0.005763761,0.000582343,0.526525,0.01159456,0.01691133,0.03873707,0.02319141,0.1995902,0.0004140053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5500614,0.1083634,0.1016726,0.09755916,0.02216106,0.001450225,0.0009062969,0.002025905,0.1158],"genre_scores_gemma":[0.8512519,0.04329959,0.07801238,0.01203978,0.009662823,0.0002117326,0.0006057146,0.0001298401,0.004786228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9975976,"threshold_uncertainty_score":0.01294214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686451597300213,"score_gpt":0.2948060506255642,"score_spread":0.2579415346525621,"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."}}