{"id":"W3036787340","doi":"10.14740/gr1278","title":"Benign Multicystic Peritoneal Mesothelioma Presenting as Appendiceal Abscess: A Diagnostic and Therapeutic Challenge","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal mesothelioma; Malignancy; Perforation; Abscess; General surgery; Therapeutic approach; Radiology; Surgery; Mesothelioma; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005634186,0.0002678504,0.0005225523,0.0002143327,0.0003482565,0.00006860092,0.0002768142,0.0001661158,0.0003675332],"category_scores_gemma":[0.0006078908,0.0002282077,0.0001003443,0.0002429115,0.0008090038,0.00007937897,0.0003482555,0.0009531474,0.0003168421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003764534,"about_ca_system_score_gemma":0.00009100085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204125,"about_ca_topic_score_gemma":0.0000249284,"domain_scores_codex":[0.9965783,0.0004179095,0.0003844591,0.0007020147,0.0006883026,0.001229021],"domain_scores_gemma":[0.9982511,0.0006130224,0.00006737878,0.0002735271,0.0001883362,0.0006066722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008997116,0.001390998,0.8591295,0.002256951,0.0009313274,0.0092795,0.01503924,0.00001331196,0.09091338,0.003372222,0.001347105,0.007329324],"study_design_scores_gemma":[0.01450735,0.01442479,0.9295669,0.0006770106,0.0005019159,0.006707775,0.008665329,0.01128754,0.003880371,0.00172127,0.007312833,0.0007469742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723238,0.001201158,0.00003045162,0.02379756,0.00006898101,0.000770568,0.00001222064,0.0001031806,0.001692125],"genre_scores_gemma":[0.996325,0.0002875089,0.0001388313,0.002364396,0.0005534682,0.0001269464,0.00001617929,0.00005063863,0.0001370341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.087033,"threshold_uncertainty_score":0.930604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07018373390609892,"score_gpt":0.3568369509442451,"score_spread":0.2866532170381462,"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."}}