{"id":"W4390831200","doi":"10.1007/978-3-030-97378-0_5672","title":"WHO Classification of Tumors of the Peritoneum, Pathology of the Peritoneum","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Peritoneum; Pathology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004081977,0.0003968761,0.001486053,0.0002104346,0.00007395198,0.000001700934,0.0006307724,0.000705399,0.0001962866],"category_scores_gemma":[0.0002799046,0.0002499528,0.0006293257,0.0001764407,0.002349041,0.00003095826,0.0003496799,0.0006932584,0.00001569606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003432934,"about_ca_system_score_gemma":0.0004004898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004891752,"about_ca_topic_score_gemma":0.00004589653,"domain_scores_codex":[0.9970939,0.0001653579,0.001393152,0.0004701983,0.0005475635,0.0003298435],"domain_scores_gemma":[0.9965939,0.000205352,0.001601661,0.001145827,0.0003915218,0.00006172402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005662768,0.0005390683,0.02039152,0.004919795,0.0003577541,0.0006807779,0.008178919,0.00001053407,0.5742102,0.3797387,0.004231974,0.006174532],"study_design_scores_gemma":[0.002375523,0.003379434,0.8077443,0.006098352,0.002057444,0.002812583,0.002266204,0.00004305046,0.07722035,0.02160644,0.07319597,0.001200402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6704396,0.0008262112,0.000004928364,0.001731043,0.002201816,0.001041151,0.0005252475,0.00003589724,0.3231941],"genre_scores_gemma":[0.7918609,0.002312857,0.0001599245,0.0001577207,0.0004283071,0.00004726773,0.0000615797,0.0001284425,0.204843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7873527,"threshold_uncertainty_score":0.9999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952781196638552,"score_gpt":0.248477137427743,"score_spread":0.2289493254613575,"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."}}