{"id":"W2978942255","doi":"10.1515/pp-2019-0007","title":"Early postoperative intraperitoneal chemotherapy for lower gastrointestinal neoplasms with peritoneal metastasis: a systematic review and critical analysis","year":2019,"lang":"en","type":"review","venue":"Pleura and Peritoneum","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Intraperitoneal chemotherapy; Hyperthermic intraperitoneal chemotherapy; EPIC; Retrospective cohort study; Cytoreductive surgery; Peritoneal carcinomatosis; Chemotherapy; Surgery; General surgery; Oncology; Internal medicine; Colorectal cancer; 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":[0.0004461611,0.001232922,0.008019621,0.0003881711,0.00031331,0.0002878966,0.0002367073,0.0002876132,0.0001431069],"category_scores_gemma":[0.0002193021,0.0007891248,0.00103568,0.0007551648,0.0006020023,0.0002235026,0.00008994237,0.0007455172,0.00001977761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008021543,"about_ca_system_score_gemma":0.0003586822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005998887,"about_ca_topic_score_gemma":0.0000149049,"domain_scores_codex":[0.9957123,0.000268215,0.001350543,0.001284113,0.0005125998,0.0008722001],"domain_scores_gemma":[0.997246,0.0007523369,0.0004145016,0.000659087,0.0004060233,0.0005220927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003211935,0.0002349443,0.0000432944,0.9885417,0.003647725,0.0002688383,0.0003288295,8.9458e-8,0.00002626992,0.000394633,0.0001257292,0.006066708],"study_design_scores_gemma":[0.001853614,0.009274893,0.0001207977,0.694869,0.2014779,0.02503617,0.0005259834,0.000146247,0.00001395907,0.00001115969,0.06435667,0.002313542],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001880603,0.9900046,0.0001041376,0.001169938,0.0001257737,0.005894576,0.0006473746,0.00009202759,0.00008095333],"genre_scores_gemma":[0.0008704375,0.9923125,0.002852451,0.00140111,0.0002251681,0.001382731,0.0003103414,0.0001606454,0.0004845979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2936727,"threshold_uncertainty_score":0.999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894487931831615,"score_gpt":0.3276665334774999,"score_spread":0.2987216541591838,"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."}}