{"id":"W3042578942","doi":"10.3747/co.27.6033","title":"Indications for Hyperthermic Intraperitoneal Chemotherapy with Cytoreductive Surgery: A Clinical Practice Guideline","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Northeast Cancer Centre; Cancer Care Ontario; McMaster University; Mount Sinai Hospital; Princess Margaret Cancer Centre; Ottawa Hospital","funders":"Cancer Care Ontario","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Guideline; Ovarian cancer; Oxaliplatin; Context (archaeology); Colorectal cancer; Cytoreductive surgery; Clinical trial; Oncology; Surgery; General surgery; Internal medicine; Cancer; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004926347,0.00020377,0.0006830939,0.00005854096,0.0001135365,0.00001352371,0.0001154091,0.0001627495,0.0001331408],"category_scores_gemma":[0.0009142577,0.0001519316,0.0001862493,0.0002576642,0.0003451236,0.0001115277,0.00002604063,0.0003947948,0.00004365975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008781435,"about_ca_system_score_gemma":0.0008847999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000859154,"about_ca_topic_score_gemma":0.00000333415,"domain_scores_codex":[0.9981651,0.0001378733,0.0007037717,0.0004502685,0.0001984864,0.0003444914],"domain_scores_gemma":[0.9979025,0.0008181237,0.0003163505,0.0001810191,0.0004630697,0.0003190094],"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":[0.01372812,0.004779242,0.01526204,0.0003337369,0.0007593267,0.0001475604,0.003255968,0.000003067399,0.005547677,0.004083844,0.2013306,0.7507688],"study_design_scores_gemma":[0.002546432,0.00302192,0.002710871,0.00005392863,0.0002800364,0.0002788314,0.0009747557,0.0002939912,0.0006800753,0.00006233131,0.9889034,0.0001934024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6594425,0.002448871,0.009769304,0.320873,0.001867944,0.002626291,0.0001166955,0.0002918432,0.002563546],"genre_scores_gemma":[0.9082116,0.001377124,0.04399031,0.03844389,0.00682892,0.0005172823,0.0004711522,0.00009861383,0.00006105097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7875728,"threshold_uncertainty_score":0.6195592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163723816001189,"score_gpt":0.465939460508749,"score_spread":0.3022156445075599,"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."}}