{"id":"W1974911052","doi":"10.1002/jso.21051","title":"Drugs, carrier solutions and temperature in hyperthermic intraperitoneal chemotherapy","year":2008,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Cytoreductive surgery; Intraperitoneal chemotherapy; Malignancy; Chemotherapy; Surgery; General surgery; Oncology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003640191,0.0003921889,0.003357297,0.000370967,0.00009311402,0.00001539992,0.0001570696,0.0009678045,0.000154252],"category_scores_gemma":[0.00002490281,0.0002493565,0.0006498239,0.0003514594,0.0004014789,0.00007949241,0.00004526469,0.001848958,0.000008254062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003592057,"about_ca_system_score_gemma":0.001417036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001608906,"about_ca_topic_score_gemma":0.00000548037,"domain_scores_codex":[0.9974392,0.0002778571,0.001272338,0.0002558407,0.000300218,0.0004545175],"domain_scores_gemma":[0.9984784,0.0003656729,0.0005556574,0.0001442051,0.0001386167,0.000317426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003064316,0.00040837,0.00001665903,0.001533246,0.0002496431,0.01072693,0.000335144,2.437212e-7,0.00003871479,0.0002131033,0.001734524,0.984437],"study_design_scores_gemma":[0.001825248,0.001055544,0.0000404721,0.004039084,0.0002664932,0.07329323,0.00008982965,0.000001005653,0.000002739504,0.00001676392,0.9191689,0.0002006872],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007010542,0.9878273,1.345526e-7,0.002007088,0.0004598483,0.0003439915,0.00001940812,0.0000106576,0.002321012],"genre_scores_gemma":[0.0006624545,0.997134,0.0001485968,0.0003571956,0.001327629,0.00001314495,0.00001249587,0.00004340967,0.0003011147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9842363,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083033457343729,"score_gpt":0.3360723869557014,"score_spread":0.305242052382264,"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."}}