{"id":"W2333851938","doi":"10.1097/00000478-200302000-00015","title":"Malignant Mesothelioma of the Peritoneum Presenting as an Inflammatory Lesion","year":2003,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mesothelioma; Peritoneum; Pathology; Peritoneal mesothelioma; Gross examination; Abdominal cavity; Lesion; Surgery","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":[0.0004237042,0.00008459449,0.0002832764,0.00004517922,0.00007221284,0.000003644819,0.0001499036,0.00002256548,0.0001315089],"category_scores_gemma":[0.00007933794,0.00003934024,0.000177863,0.0001228326,0.000763263,0.00004667811,0.000040306,0.0001681253,0.000007795012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002077463,"about_ca_system_score_gemma":0.00006827375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006636585,"about_ca_topic_score_gemma":3.106873e-7,"domain_scores_codex":[0.9986755,0.0004563389,0.0003402599,0.00008748458,0.0003019377,0.0001384687],"domain_scores_gemma":[0.9990742,0.0001319039,0.0004420626,0.0002019389,0.00004592927,0.000103926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002466412,0.0008755224,0.8715752,0.00003964345,0.0001282948,0.002335501,0.0007554588,0.0001780257,0.1108011,0.003230054,0.0001414453,0.007473257],"study_design_scores_gemma":[0.0007721059,0.001269141,0.9714834,0.00006691732,0.0001383123,0.011388,0.001036914,0.00001588821,0.009111271,0.001225907,0.003411422,0.00008072541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976119,0.000253388,0.000003948504,0.001051355,0.0000863404,0.00007273066,0.000002771394,0.000003536301,0.0009140042],"genre_scores_gemma":[0.9992787,0.0001255923,0.0001047373,0.0002640047,0.00009440373,0.000001367599,6.300299e-7,0.000009758034,0.0001207863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016899,"threshold_uncertainty_score":0.2812274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350550091442929,"score_gpt":0.2801649581766237,"score_spread":0.2666594572621944,"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."}}