{"id":"W2950495184","doi":"10.1016/j.ejso.2019.06.028","title":"Unresectable peritoneal metastasis treated by pressurized intraperitoneal aerosol chemotherapy (PIPAC) leading to cytoreductive surgery and hyperthermic intraperitoneal chemotherapy","year":2019,"lang":"en","type":"review","venue":"European Journal of Surgical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Cytoreductive surgery; Hyperthermic intraperitoneal chemotherapy; Medicine; Chemotherapy; Intraperitoneal chemotherapy; Metastasis; Surgery; Internal medicine; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001543785,0.0002436423,0.000387698,0.0002718294,0.0004836308,0.0002839297,0.0002211189,0.0002332666,0.001481109],"category_scores_gemma":[0.0007190864,0.0001522142,0.0003500708,0.0003472405,0.0002844729,0.0002039478,0.0003344746,0.0004109093,0.0002358065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219015,"about_ca_system_score_gemma":0.0004110732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006653288,"about_ca_topic_score_gemma":0.001260249,"domain_scores_codex":[0.999844,0.00001823002,0.00001472056,0.00003792381,0.00003019142,0.00005494955],"domain_scores_gemma":[0.9996025,0.00006087889,0.0001514684,0.00002871495,0.00001945029,0.0001370013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007593344,0.0001757921,0.9048083,0.00007409548,0.00005536026,0.07908686,0.0001794374,0.00020605,0.005211479,0.00009436219,0.0002825373,0.009066354],"study_design_scores_gemma":[0.0001002285,0.001738838,0.8454642,0.00001622929,0.00007010894,0.1493245,0.0001837164,0.0005560973,0.001420161,0.00008408518,0.001032675,0.000009140839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9989435,0.0003004584,0.0001706031,0.00003338748,0.000007697589,0.00002369569,0.00004080643,0.000005336823,0.0004746037],"genre_scores_gemma":[0.9994592,0.0001172927,0.00009502414,0.00003479996,0.00002535506,0.000008067075,0.00009418913,0.000001204497,0.0001648431],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001481109,"threshold_uncertainty_score":0.004954815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332343132092128,"score_gpt":0.3413697935688972,"score_spread":0.2880463622479759,"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."}}