{"id":"W2127231441","doi":"10.1002/cncr.25356","title":"Toward curative treatment of peritoneal carcinomatosis from nonovarian origin by cytoreductive surgery combined with perioperative intraperitoneal chemotherapy","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":515,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Pseudomyxoma peritonei; Hyperthermic intraperitoneal chemotherapy; Perioperative; Surgery; Peritoneal mesothelioma; Adenocarcinoma; Appendix; Cytoreductive surgery; Cancer; Mesothelioma; Internal medicine; Ovarian cancer; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008067425,0.0002661742,0.0002129328,0.0004191903,0.0001520503,0.0003093728,0.0002932884,0.0001817646,0.0003444916],"category_scores_gemma":[0.0008700921,0.00005650031,0.0003823282,0.0002290503,0.0003306119,0.0002568531,0.000263206,0.0003223744,0.00007907867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431449,"about_ca_system_score_gemma":0.0006588107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005644212,"about_ca_topic_score_gemma":0.001257406,"domain_scores_codex":[0.9998771,0.00004955337,0.000009603821,0.0000128823,0.0000309928,0.00001982975],"domain_scores_gemma":[0.9996802,0.00008307864,0.0001089901,0.00001973573,0.00004384731,0.00006417261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002729272,0.0009681946,0.4472331,0.00103639,0.000362273,0.003182141,0.0004896862,0.004779409,0.03248814,0.002387762,0.002889515,0.5014541],"study_design_scores_gemma":[0.001127143,0.01117353,0.9002392,0.0006826441,0.001022446,0.02106289,0.000592497,0.005432098,0.0136032,0.002667847,0.04235122,0.00004524252],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360919,0.0491846,0.008638168,0.002331793,0.0001268562,0.0001193322,0.00006091288,0.00006948003,0.003376979],"genre_scores_gemma":[0.978532,0.01608222,0.004122976,0.0004439087,0.0003927073,0.00004500943,0.0001359534,0.000006010267,0.0002392596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008067425,"threshold_uncertainty_score":0.00426656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318147627935449,"score_gpt":0.2757254644810493,"score_spread":0.2525439882016948,"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."}}