{"id":"W2131617369","doi":"10.1245/s10434-007-9460-2","title":"Omental Chemotherapy Effects as a Prognostic Factor in Ovarian Cancer Patients Treated With Neoadjuvant Chemotherapy and Delayed Primary Surgical Debulking","year":2007,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Debulking; Surgical oncology; Chemotherapy; Oncology; Ovarian cancer; Internal medicine; Cancer; Gynecology; Surgery","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":[0.0002277311,0.0001643672,0.0002780517,0.0003040304,0.0002887994,0.000387822,0.0001455601,0.000327509,0.001141621],"category_scores_gemma":[0.002455569,0.0001273528,0.0002816117,0.000388986,0.0002618643,0.000311106,0.0002025867,0.0005220678,0.00008799603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469509,"about_ca_system_score_gemma":0.0003161706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007929229,"about_ca_topic_score_gemma":0.001895909,"domain_scores_codex":[0.999884,0.00003510398,0.00001647221,0.00001649403,0.00002036073,0.00002749452],"domain_scores_gemma":[0.9984938,0.0006160829,0.0004565052,0.00005614304,0.00006382916,0.0003137398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001280231,0.00003924497,0.9957622,0.00001108825,0.00003393342,0.0003561091,0.00002375826,0.00006373612,0.0007681763,0.00001556688,0.00004580293,0.001600291],"study_design_scores_gemma":[0.00003027641,0.0004697515,0.9969673,0.000006399477,0.0001052756,0.001468423,0.00009529616,0.0002710255,0.0002558189,0.00003348261,0.000292649,0.000004399848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986211,0.0007282374,0.00003487061,0.00007621272,0.00001851934,0.000002835313,0.00005390321,0.000001455921,0.0004627453],"genre_scores_gemma":[0.9996592,0.0001222931,0.00003161898,0.00001602265,0.00002529456,0.000001929282,0.00006149553,7.172235e-7,0.00008148582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001141621,"threshold_uncertainty_score":0.003819048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173229869581057,"score_gpt":0.3202996903071075,"score_spread":0.3029767033490018,"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."}}