{"id":"W3009514965","doi":"10.1503/cjs.002519","title":"Evaluation of repeat cytoreductive surgery and heated intraperitoneal chemotherapy for patients with recurrent peritoneal carcinomatosis from appendiceal and colorectal cancers: a multicentre Canadian study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Université de Montréal; Hôpital Maisonneuve-Rosemont; University of Calgary","funders":"Université de Montréal","keywords":"Medicine; Peritoneal carcinomatosis; Cytoreductive surgery; Intraperitoneal chemotherapy; Hyperthermic intraperitoneal chemotherapy; Colorectal cancer; Chemotherapy; General surgery; Surgery; Oncology; Internal medicine; Cancer; Ovarian cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008610302,0.0003549703,0.0005158596,0.0005247291,0.0009595279,0.0007733385,0.0008157293,0.0005225398,0.001110131],"category_scores_gemma":[0.003085674,0.0002884199,0.001026608,0.001395896,0.0004691703,0.0003351884,0.0004651029,0.0006723679,0.0001252711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006417911,"about_ca_system_score_gemma":0.007778704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5727077,"about_ca_topic_score_gemma":0.6656356,"domain_scores_codex":[0.9991915,0.0001175253,0.00005915024,0.0001571268,0.0002924171,0.0001822247],"domain_scores_gemma":[0.997115,0.0002479333,0.001252212,0.00009579836,0.0006906039,0.0005984378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002049279,0.00006180515,0.9974186,0.00002784533,0.00006352487,0.00009405197,0.0001152016,0.00003468969,0.0001065286,0.00001004775,0.0001321672,0.001730412],"study_design_scores_gemma":[0.0000398175,0.0002805964,0.998553,0.00001691258,0.00006201611,0.0002966364,0.000299488,0.0001465281,0.00003305649,0.000005974411,0.0002568092,0.000009281985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987302,0.0004399115,0.00003763096,0.00007896371,0.000005546508,0.00003301135,0.0003034602,0.000002232545,0.0003690093],"genre_scores_gemma":[0.9988077,0.0003492283,0.0001263766,0.00007537288,0.00001424049,0.00001445623,0.0004968691,0.000002204386,0.0001135544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5727077,"threshold_uncertainty_score":0.8596175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767226640155028,"score_gpt":0.2502633434785447,"score_spread":0.2125910770769945,"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."}}