{"id":"W2011841619","doi":"10.1016/j.ygyno.2008.11.021","title":"Evaluation of an intraperitoneal chemotherapy program implemented at the Princess Margaret Hospital for patients with epithelial ovarian carcinoma","year":2009,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Regimen; Chemotherapy; Nausea; Surgery; Chemotherapy regimen; Vomiting; Gynecologic oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007525078,0.00018872,0.0004091042,0.00004755436,0.0001353011,0.00001071995,0.0001261337,0.0001510852,0.0005122445],"category_scores_gemma":[0.00009642576,0.0001082184,0.00008445611,0.000130701,0.0001373184,0.00005636756,0.00002262902,0.00008942396,0.000002342927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000928714,"about_ca_system_score_gemma":0.0005281832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004368708,"about_ca_topic_score_gemma":0.000329752,"domain_scores_codex":[0.9983435,0.0001935389,0.0003262367,0.0003764404,0.0004168618,0.0003434189],"domain_scores_gemma":[0.9985552,0.0001657939,0.0002650709,0.0003282882,0.0005899681,0.00009571035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001377475,0.007150425,0.2018484,0.00001380018,0.0002374712,0.000008497214,0.0003981007,0.000008633519,0.00006291743,0.0001777287,0.0003661982,0.7883504],"study_design_scores_gemma":[0.01903615,0.06224789,0.9074124,0.000008519662,0.0006393027,0.000006578995,0.0001075669,0.0003186696,0.0009462059,0.0003062993,0.008851507,0.0001189164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854653,0.00005461765,0.00001534472,0.00719511,0.0002409616,0.006255433,0.00007433313,0.00004103898,0.0006578289],"genre_scores_gemma":[0.9935451,0.00001625529,0.003688451,0.0007546933,0.0001393352,0.001473525,0.0003493559,0.00001519028,0.00001809719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7882315,"threshold_uncertainty_score":0.5608717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041710507123097,"score_gpt":0.342952700631732,"score_spread":0.322535595560501,"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."}}