{"id":"W1480692120","doi":"","title":"Surgical cytoreduction and intraperitoneal chemotherapy for peritoneal carcinomatosis arising from the appendix.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Cytoreductive surgery; Chemotherapy; Intraperitoneal chemotherapy; Oxaliplatin; Appendix; Surgery; Peritoneal carcinomatosis; Ovarian cancer; Cancer; Internal medicine; Colorectal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002307685,0.0002101731,0.0003445369,0.00004036925,0.0002865308,0.00009478341,0.0001000233,0.0001327716,0.00003612147],"category_scores_gemma":[0.00002842431,0.0001424532,0.0001325868,0.0001226083,0.0001769709,0.0001136529,0.000016985,0.0001895452,0.000004973836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005481315,"about_ca_system_score_gemma":0.00002944914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001653937,"about_ca_topic_score_gemma":0.000006469999,"domain_scores_codex":[0.9986112,0.00003307105,0.0002733942,0.0003641934,0.0002268843,0.0004913228],"domain_scores_gemma":[0.9993579,0.0001200756,0.00006974069,0.0002107941,0.00005124421,0.0001902338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002144412,0.000349771,0.02016579,0.00005711182,0.0001794792,0.00007645099,0.001668706,0.000001319752,0.008779131,0.002810588,0.004427213,0.95934],"study_design_scores_gemma":[0.003630567,0.0003062093,0.9018818,0.00004897683,0.0001846133,0.000691191,0.0007738681,0.000198319,0.02333059,0.0009026264,0.067702,0.0003492203],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766248,0.00111493,0.00005002435,0.01978246,0.0003040181,0.001336466,0.00003882266,0.00009881829,0.0006496797],"genre_scores_gemma":[0.995088,0.0001734621,0.0005406364,0.001663749,0.001880448,0.0004087031,0.00008808673,0.00002277828,0.0001341505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9589908,"threshold_uncertainty_score":0.5809073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755746787584441,"score_gpt":0.2385663552376676,"score_spread":0.2210088873618232,"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."}}