{"id":"W2735932923","doi":"10.2196/resprot.7790","title":"Treatment of Peritoneal Dissemination in Stomach Cancer Patients With Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy (HIPEC): Rationale and Design of the PERISCOPE Study","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Docetaxel; Hyperthermic intraperitoneal chemotherapy; Oxaliplatin; Laparotomy; Cancer; Gastrectomy; Pseudomyxoma peritonei; Carcinosis; Surgery; Oncology; Colorectal cancer; Internal medicine; Cytoreductive surgery; Peritoneal carcinomatosis; Appendix; Ovarian cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01392855,0.001504056,0.002319755,0.0006430988,0.0008671353,0.00112833,0.001508547,0.001545274,0.003435084],"category_scores_gemma":[0.004574848,0.0007600597,0.002191082,0.0007849864,0.002467152,0.0009643165,0.001168658,0.002217104,0.0007919898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009670062,"about_ca_system_score_gemma":0.004286698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003295908,"about_ca_topic_score_gemma":0.0005420464,"domain_scores_codex":[0.9934162,0.004968693,0.000326631,0.0004900666,0.0004698635,0.0003285636],"domain_scores_gemma":[0.997389,0.000697077,0.0003886014,0.000524897,0.0002865996,0.0007139027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.730602,0.114752,0.04016907,0.003310532,0.0020578,0.0005870571,0.0006923829,0.002831124,0.0315057,0.004073187,0.002036234,0.06738289],"study_design_scores_gemma":[0.2349664,0.7257859,0.01758664,0.0001993431,0.001511697,0.0004395089,0.0001531465,0.001605988,0.005156801,0.0009758931,0.01155714,0.00006163536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8399802,0.005775637,0.01082177,0.001258963,0.0007430758,0.133937,0.00125613,0.00008103842,0.006146337],"genre_scores_gemma":[0.8185677,0.003017751,0.02351689,0.00215196,0.001204368,0.1485964,0.001118145,0.00003945734,0.001787381],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01392855,"threshold_uncertainty_score":0.0736621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134204046246424,"score_gpt":0.4772238858316534,"score_spread":0.3430198395852295,"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."}}