{"id":"W2024504490","doi":"10.1097/pas.0b013e3182387d0c","title":"Nonspecific Interstitial Pneumonia","year":2011,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung biopsy; Biopsy; Bronchiolitis obliterans; Lung transplantation; Pneumonia; Pathology; Lung; Diffuse alveolar damage; Usual interstitial pneumonia; Interstitial pneumonia; Interstitial lung disease; Transplantation; Radiology; Surgery; 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":[0.0004490999,0.0006917337,0.0005425505,0.0008592436,0.0006836418,0.0005496368,0.000453993,0.0004850876,0.005288516],"category_scores_gemma":[0.001619822,0.0001325491,0.0003338916,0.0005678699,0.0005014543,0.0005550922,0.0005789194,0.0004750549,0.001959732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000318738,"about_ca_system_score_gemma":0.0004911934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008487927,"about_ca_topic_score_gemma":0.001054547,"domain_scores_codex":[0.9994807,0.00009326974,0.00007059989,0.0000902605,0.0001211581,0.0001439543],"domain_scores_gemma":[0.9993978,0.0001132831,0.0002009701,0.00005172563,0.000102381,0.0001339499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009180469,0.0003606263,0.4750207,0.001645426,0.0002446548,0.2649387,0.000940313,0.0003504525,0.01938533,0.005699826,0.01162742,0.2188685],"study_design_scores_gemma":[0.00005923765,0.0004442917,0.09661495,0.0002320547,0.00009115261,0.8649843,0.0002593919,0.0002927239,0.001447962,0.000933661,0.03461806,0.00002225042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7068268,0.1030897,0.01812258,0.002186923,0.000804736,0.0008155337,0.001545514,0.0009866407,0.1656214],"genre_scores_gemma":[0.9791957,0.008758814,0.002484181,0.001325503,0.0003947566,0.00009344921,0.0006977127,0.00002642476,0.007023358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005288516,"threshold_uncertainty_score":0.01769185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256677424017454,"score_gpt":0.2641042437800987,"score_spread":0.2415374695399241,"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."}}