{"id":"W2104186733","doi":"10.1002/jso.22017","title":"Treatment of gastric cancer with peritoneal carcinomatosis by cytoreductive surgery and HIPEC: A systematic review of survival, mortality, and morbidity","year":2011,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":270,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Peritoneal carcinomatosis; Cytoreductive surgery; Hyperthermic intraperitoneal chemotherapy; Survival rate; Overall survival; Surgery; Cancer; Intraperitoneal chemotherapy; Mortality rate; General surgery; Oncology; Internal medicine; Colorectal cancer; Ovarian cancer","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":[0.001642994,0.0008104125,0.004409066,0.004910452,0.0003140644,0.0009021143,0.001156789,0.0008021543,0.002673558],"category_scores_gemma":[0.007938576,0.0005003566,0.00271468,0.006868994,0.0004520103,0.001060275,0.000640566,0.0005975845,0.0002037391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106468,"about_ca_system_score_gemma":0.003522039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388788,"about_ca_topic_score_gemma":0.01727874,"domain_scores_codex":[0.9986836,0.0003556604,0.0005868687,0.0001189896,0.0002193654,0.00003534882],"domain_scores_gemma":[0.9947708,0.00353399,0.001107024,0.00005523231,0.0004403397,0.00009262365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000222022,0.00003336175,0.001265092,0.8393689,0.005482794,0.0001690486,0.0001261116,0.0001197333,0.0002156365,0.0001803653,0.003434805,0.149382],"study_design_scores_gemma":[0.0004370045,0.0006011644,0.01592254,0.8095337,0.08764014,0.002312774,0.0005008239,0.0001873229,0.0004357332,0.0004300456,0.08193123,0.0000675483],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004717187,0.9991797,0.00002985596,0.00005710597,0.00002867397,0.00002424558,0.0001006469,0.000002167861,0.0001057801],"genre_scores_gemma":[0.003721992,0.995865,0.0001426577,0.0001074893,0.00002218118,0.00003385636,0.00007142173,0.000001059805,0.0000344117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005388788,"threshold_uncertainty_score":0.01071489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070227815183624,"score_gpt":0.3781495214739464,"score_spread":0.2711267399555841,"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."}}