{"id":"W2012163521","doi":"10.1097/pas.0b013e3182910c82","title":"Diffuse Intrapulmonary Malignant Mesothelioma Masquerading as Interstitial Lung Disease","year":2013,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mesothelioma; Medicine; Interstitial lung disease; Pathology; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001677168,0.000143232,0.0003834563,0.0001069606,0.0000705952,0.00001441206,0.0001658142,0.00002164645,0.0009676393],"category_scores_gemma":[0.00004758848,0.00007968182,0.0002362363,0.0001322071,0.000758276,0.0001046789,0.00006918256,0.0002577827,0.0001406468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006951601,"about_ca_system_score_gemma":0.00005848066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002392673,"about_ca_topic_score_gemma":1.010221e-7,"domain_scores_codex":[0.9987653,0.0001933002,0.0003784038,0.0001403862,0.0002899919,0.0002326052],"domain_scores_gemma":[0.9988694,0.0002049598,0.0002905286,0.0001751007,0.00004730152,0.0004127308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02702722,0.003161532,0.7299361,0.0001258888,0.0007742157,0.06792962,0.0007899979,0.0001262325,0.03365804,0.003617017,0.006561335,0.1262928],"study_design_scores_gemma":[0.002141699,0.002036727,0.9718772,0.0001653657,0.0003835155,0.01667947,0.0006302763,0.0004558138,0.0002131012,0.0032478,0.001951492,0.0002175916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890382,0.0005440171,0.0001088915,0.009458559,0.0001349817,0.0001399146,0.000008887353,0.00001248213,0.000554016],"genre_scores_gemma":[0.997152,0.0003421968,0.0001520284,0.001758634,0.000395453,0.000009153436,0.000005940183,0.00001765315,0.0001669981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241941,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006987811042104442,"score_gpt":0.2552876699820291,"score_spread":0.2482998589399247,"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."}}