{"id":"W2792097013","doi":"10.1016/j.crad.2018.02.001","title":"What the radiologist should know about postoperative MDCT evaluation of a patient treated with cytoreductive surgery with or without hyperthermic intraperitoneal chemotherapy","year":2018,"lang":"en","type":"review","venue":"Clinical Radiology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Cytoreductive surgery; Chemotherapy; Hyperthermic intraperitoneal chemotherapy; Radiology; Surgery; Intraperitoneal chemotherapy; Cancer; Internal medicine","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":[0.0005553978,0.0005929252,0.001464005,0.001834384,0.0004380499,0.00123825,0.0009499908,0.002162287,0.001871714],"category_scores_gemma":[0.004216651,0.0003192958,0.0008560226,0.001069485,0.0006858122,0.002521271,0.0004300989,0.001995921,0.0008992417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006166688,"about_ca_system_score_gemma":0.001315173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936,"about_ca_topic_score_gemma":0.005525166,"domain_scores_codex":[0.9995479,0.00009362215,0.0001286977,0.00006340014,0.0001334775,0.00003295165],"domain_scores_gemma":[0.9982401,0.001106831,0.0002231398,0.00003464702,0.0003147334,0.00008054412],"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":[0.0001080716,0.00008342225,0.00650282,0.03102125,0.0003506716,0.008075544,0.0002863414,0.0003230325,0.001253577,0.001267606,0.0817971,0.8689306],"study_design_scores_gemma":[0.0001032422,0.0001504063,0.02345273,0.0778941,0.001684461,0.1054574,0.001371126,0.0004883794,0.001213399,0.003709908,0.7842904,0.0001844156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005297242,0.9933748,0.0002755001,0.003298143,0.0008233084,0.00001003834,0.00004907844,0.00001414126,0.0016252],"genre_scores_gemma":[0.006157793,0.9861315,0.0008187457,0.004287472,0.002072986,0.00001301472,0.000101841,0.000004774592,0.0004117677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002936,"threshold_uncertainty_score":0.006261468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595855609407902,"score_gpt":0.4340841559442537,"score_spread":0.2744985950034635,"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."}}