{"id":"W2046330729","doi":"10.1097/sla.0b013e31819ec7e3","title":"Intraperitoneal Treatment for Peritoneal Mucinous Carcinomatosis of Appendiceal Origin After Operative Management","year":2009,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Peritoneal carcinomatosis; Intraperitoneal chemotherapy; General surgery; Internal medicine; Cancer; Colorectal cancer; Ovarian cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002611632,0.0003136085,0.001001548,0.0002710519,0.0000764108,0.0000147153,0.00008888828,0.0001144442,0.0001337742],"category_scores_gemma":[0.00001492471,0.0002500642,0.0005532966,0.000233647,0.0001671776,0.0001279738,0.00002118938,0.00007444161,0.000008838835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000362725,"about_ca_system_score_gemma":0.0001220715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001564304,"about_ca_topic_score_gemma":0.000006216109,"domain_scores_codex":[0.9979919,0.00004061834,0.0007368576,0.0003683534,0.0003379902,0.0005242741],"domain_scores_gemma":[0.9989064,0.000150426,0.000197638,0.0003154294,0.0002464414,0.0001836325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03523317,0.0153464,0.2291955,0.006542517,0.00511511,0.003268627,0.01166469,0.00006210381,0.1073075,0.02134354,0.01738462,0.5475363],"study_design_scores_gemma":[0.002691309,0.005468375,0.4063863,0.001175923,0.0005956466,0.0002344773,0.001930916,0.0001370947,0.5588898,0.0004112445,0.02129536,0.0007835637],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931781,0.00128316,0.00002947521,0.002433158,0.0001949534,0.0008271001,0.0001659248,0.00003990144,0.001848178],"genre_scores_gemma":[0.9963392,0.0009453848,0.00094146,0.0009266412,0.0002239389,0.0001411495,0.00008399427,0.0000248048,0.0003734441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5467527,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653948309248266,"score_gpt":0.3705085950045574,"score_spread":0.2051137640797308,"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."}}