{"id":"W4317746124","doi":"10.3390/curroncol30020114","title":"Comparative Study of Short-Term Efficacy and Safety of Mitomycin versus Lobaplatin for Hyperthermic Intraperitoneal Chemotherapy after Radical Surgery in Colorectal Cancer with High-Risk Factors for Peritoneal Carcinomatosis: A Propensity Score Matching Analysis","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tongji University; Huazhong University of Science and Technology; Tongji Medical College, Huazhong University of Science and Technology; National Natural Science Foundation of China","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Propensity score matching; Mitomycin C; Adverse effect; Colorectal cancer; Internal medicine; Common Terminology Criteria for Adverse Events; Confounding; Gastroenterology; Oncology; Cancer; Surgery; Ovarian cancer","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":[0.0003054339,0.0002919674,0.001768795,0.0003619058,0.00009545908,0.000008865025,0.00008938731,0.0001365724,0.00001701],"category_scores_gemma":[0.00003866708,0.000213408,0.0001828543,0.0006541121,0.0003537608,0.00005929559,0.00004546289,0.0002337632,2.103177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557935,"about_ca_system_score_gemma":0.0002644708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009389767,"about_ca_topic_score_gemma":0.003766525,"domain_scores_codex":[0.9980643,0.0001558928,0.0006734382,0.0004767278,0.0002308257,0.0003988278],"domain_scores_gemma":[0.9982102,0.001116256,0.0002546358,0.0001419043,0.0001589295,0.0001180894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04183535,0.001700003,0.932197,0.0004202101,0.001225464,0.00002279789,0.01268405,0.0001025797,0.005617682,0.000006356798,0.00001774208,0.004170705],"study_design_scores_gemma":[0.00902277,0.00445272,0.9743949,0.000215219,0.001310517,0.0000060867,0.004012368,0.0006712966,0.005670062,0.000003185268,0.00002857745,0.0002122963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961047,0.0002986415,0.00002280982,0.00008572799,0.0003229304,0.002847809,0.0002836575,0.00003134913,0.000002351186],"genre_scores_gemma":[0.9988499,0.0001569367,0.0001042261,0.000006497413,0.0001082224,0.0006141283,0.0001332066,0.00002538783,0.000001463797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04219784,"threshold_uncertainty_score":0.8702527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025081124278213,"score_gpt":0.3667316832156631,"score_spread":0.2642235707878418,"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."}}