{"id":"W1935473313","doi":"10.1002/jso.23276","title":"HIPEC + EPIC versus HIPEC‐alone: Differences in major complications following cytoreduction surgery for peritoneal malignancy","year":2012,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Conventional PCI; Oxaliplatin; Perioperative; Hyperthermic intraperitoneal chemotherapy; Surgery; EPIC; Intraperitoneal chemotherapy; Gastroenterology; Cancer; Colorectal cancer; Internal medicine; Cytoreductive surgery; Ovarian cancer; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006860358,0.0001439544,0.0002454406,0.0005084067,0.0001743045,0.0004541286,0.0003179992,0.0003563476,0.001484031],"category_scores_gemma":[0.003931012,0.0001436194,0.0003558211,0.0006555754,0.0002071723,0.0003059524,0.0004001435,0.0003604228,0.000143261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479903,"about_ca_system_score_gemma":0.0002989512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452437,"about_ca_topic_score_gemma":0.002836839,"domain_scores_codex":[0.9994462,0.0001236789,0.00008715461,0.000121232,0.000132474,0.00008912005],"domain_scores_gemma":[0.9969908,0.0009633366,0.001528344,0.00006943356,0.0001020505,0.0003460143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000240298,0.0000184644,0.9981431,0.000008479546,0.00004305719,0.00004412478,0.00001781257,0.00002427137,0.00007626478,0.000006078661,0.00004911806,0.001328927],"study_design_scores_gemma":[0.000007969096,0.00008782218,0.9994721,0.000003763965,0.00001584953,0.00020395,0.00004585325,0.0000733709,0.00002983449,0.000006839954,0.00005140005,0.000001374847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991683,0.000490733,0.00003400062,0.00002843721,0.000004826988,0.000005753374,0.0001075354,0.000001314039,0.0001591717],"genre_scores_gemma":[0.9995654,0.000111301,0.00003127293,0.00001877694,0.000009672437,0.00000429689,0.0002144638,8.612781e-7,0.00004400199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001484031,"threshold_uncertainty_score":0.00496459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669241743190218,"score_gpt":0.3439423963035484,"score_spread":0.2770182219845266,"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."}}