{"id":"W2404060969","doi":"","title":"Transperitoneal laparoscopic radical nephrectomy after multiple previous abdominal surgeries and intraperitoneal hyperthermic chemotherapy: a case report.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Surgery; Nephrectomy; Laparoscopy; Intraperitoneal chemotherapy; Laparoscopic surgery; Chemotherapy; Pseudomyxoma peritonei; General surgery; Appendix; Internal medicine; Kidney; Cytoreductive surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004425237,0.0003885592,0.000706823,0.0001102754,0.000176672,0.00006211472,0.00007254,0.0002258731,0.0001916065],"category_scores_gemma":[0.00008666914,0.0003170088,0.0001788105,0.0001919565,0.0005581285,0.00030393,0.00003485413,0.0003407625,0.00001138484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006835458,"about_ca_system_score_gemma":0.0000585864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593996,"about_ca_topic_score_gemma":0.00006116546,"domain_scores_codex":[0.997492,0.00008214305,0.0005564245,0.0004489232,0.0003256656,0.001094871],"domain_scores_gemma":[0.9986639,0.0001242712,0.0001064873,0.0003377658,0.00004994126,0.0007176333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006205889,0.001438527,0.5170566,0.0008588314,0.0005190878,0.09196883,0.005044305,2.633195e-7,0.007760603,0.00009338552,0.0006821247,0.3683715],"study_design_scores_gemma":[0.005900024,0.0002054873,0.5054981,0.0001195606,0.0004220668,0.3740505,0.0004873607,0.00004581185,0.02464659,0.00001795128,0.08778673,0.0008198103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910095,0.004893517,0.00001624101,0.00146848,0.0005093451,0.001389995,0.00002690635,0.0001701219,0.000515916],"genre_scores_gemma":[0.9940333,0.0002154035,0.0008544445,0.00112065,0.001112411,0.002093659,0.00002247778,0.00006862421,0.0004790671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3675517,"threshold_uncertainty_score":0.9999282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382262321960422,"score_gpt":0.2273315375251966,"score_spread":0.2135089143055924,"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."}}