{"id":"W2054018780","doi":"10.1016/j.jmig.2014.11.008","title":"Minimally Invasive Secondary Cytoreduction Plus HIPEC Versus Open Surgery Plus HIPEC in Isolated Relapse From Ovarian Cancer: A Retrospective Cohort Study on Perioperative Outcomes","year":2014,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Perioperative; Surgery; Retrospective cohort study; Ovarian cancer; Cohort; Laparotomy; Cancer; Cytoreductive surgery; 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":[0.0008392232,0.0004301528,0.0008245968,0.0008307782,0.000678194,0.001145646,0.0006635803,0.0007495882,0.001881058],"category_scores_gemma":[0.00278113,0.0004863769,0.001747591,0.001172339,0.000471246,0.000964725,0.0009070453,0.001408313,0.0003352328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686642,"about_ca_system_score_gemma":0.00063203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312456,"about_ca_topic_score_gemma":0.004121916,"domain_scores_codex":[0.9989548,0.0001865549,0.0001398762,0.0003379439,0.0001248971,0.0002558155],"domain_scores_gemma":[0.9980216,0.0003538071,0.0008716457,0.0002571493,0.000160185,0.0003357644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008061799,0.00007164104,0.9975975,0.00001487078,0.0002767984,0.0001511486,0.0000908801,0.0000193217,0.0001739637,0.00001944576,0.00007702794,0.0007012745],"study_design_scores_gemma":[0.00005008866,0.0005909348,0.9970873,0.00001580844,0.000285008,0.0008021491,0.0006784002,0.0001444371,0.00008547142,0.00004649076,0.0001997811,0.0000141858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991938,0.0003203481,0.00005331869,0.00001792298,0.00001381055,0.000009324471,0.0002225707,0.000001567709,0.0001674008],"genre_scores_gemma":[0.9992386,0.0001453659,0.00003851856,0.00003360777,0.00002680176,0.00001218712,0.0004078223,0.0000040341,0.00009307861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00312456,"threshold_uncertainty_score":0.00629276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771615192817157,"score_gpt":0.2954616389337213,"score_spread":0.2677454870055498,"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."}}