{"id":"W3134895098","doi":"10.1503/cjs.001619","title":"Morbidity associated with the use of oxaliplatin versus mitomycin C in hyperthermic intraperitoneal chemotherapy (HIPEC) for peritoneal carcinomatosis of colorectal or appendiceal origin: a multi-institutional comparative study","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Oxaliplatin; Peritoneal carcinomatosis; Hyperthermic intraperitoneal chemotherapy; Mitomycin C; Intraperitoneal chemotherapy; Colorectal cancer; Chemotherapy; Oncology; Internal medicine; Gastroenterology; Cytoreductive surgery; Surgery; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005123854,0.0002464898,0.001103199,0.0002992833,0.0001691567,0.00003074085,0.0001307408,0.0001146583,0.0001129609],"category_scores_gemma":[0.0003212767,0.0001555736,0.0002611746,0.0005949712,0.000514269,0.0001736228,0.00001006811,0.000339077,4.271904e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002967478,"about_ca_system_score_gemma":0.00580644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007720211,"about_ca_topic_score_gemma":0.120906,"domain_scores_codex":[0.9980133,0.0001961992,0.0008019198,0.0002049985,0.0003826865,0.0004009251],"domain_scores_gemma":[0.9970565,0.001265948,0.0005217258,0.0001512835,0.0007003163,0.0003042645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01150789,0.001416224,0.9596972,0.0001749286,0.001488821,0.002943849,0.008212983,0.0003384324,0.01242798,0.00007671525,0.001012459,0.0007024633],"study_design_scores_gemma":[0.009269254,0.001728618,0.9579324,0.000726374,0.0003362117,0.0008308575,0.01055484,0.0006804974,0.01616583,0.00000207547,0.001476933,0.0002961317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979027,0.0002477492,0.00001646001,0.0005954693,0.0004279949,0.0005496436,0.0002336483,0.000004821312,0.00002150771],"genre_scores_gemma":[0.9991152,0.00001868359,0.0005192453,0.0001053757,0.0001237674,0.00002094841,0.00003748262,0.0000219326,0.00003737015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131857,"threshold_uncertainty_score":0.9998297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2104439045508234,"score_gpt":0.3167182904756889,"score_spread":0.1062743859248655,"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."}}