{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006385603,0.001422289,0.002761746,0.004899348,0.0010645,0.002118131,0.004220012,0.006121191,0.006343816],"category_scores_gemma":[0.02026144,0.0008813894,0.004460502,0.00468294,0.001010078,0.002269462,0.001644972,0.005076127,0.003298447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00551194,"about_ca_system_score_gemma":0.02153363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0303719,"about_ca_topic_score_gemma":0.05889155,"domain_scores_codex":[0.9940667,0.00215965,0.001710446,0.0003513932,0.00146865,0.0002431461],"domain_scores_gemma":[0.9868544,0.004087401,0.002090726,0.0002037927,0.006179273,0.0005843203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519214,0.0001887924,0.001870825,0.08215088,0.0008226331,0.0005454671,0.0005910155,0.001477074,0.0006745089,0.006102094,0.5487274,0.3566974],"study_design_scores_gemma":[0.0005877866,0.0001333338,0.004521741,0.2881714,0.002179443,0.000930754,0.0004047887,0.001141693,0.0002695087,0.006818409,0.6947389,0.0001021753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.00226367,0.774341,0.01257631,0.1559778,0.008165585,0.005593394,0.00613114,0.0004617503,0.03448931],"genre_scores_gemma":[0.01724746,0.8021307,0.09215204,0.06247231,0.002753935,0.006026542,0.009197617,0.0000946361,0.007924816],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0303719,"threshold_uncertainty_score":0.06039023,"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."}}