{"id":"W2026106407","doi":"10.1016/j.ygyno.2011.02.016","title":"Does intraperitoneal chemotherapy benefit optimally debulked epithelial ovarian cancer patients after neoadjuvant chemotherapy?","year":2011,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Debulking; Chemotherapy; Internal medicine; Ovarian cancer; Oncology; Proportional hazards model; Serous fluid; Paclitaxel; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002718914,0.000159504,0.0006437577,0.0001807295,0.0001891081,0.0005681276,0.0001660451,0.0005809825,0.002860568],"category_scores_gemma":[0.002535738,0.00009355006,0.0004576657,0.0003061173,0.0003160874,0.0007124535,0.0001842775,0.0005627394,0.0003563415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900386,"about_ca_system_score_gemma":0.000575181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004955402,"about_ca_topic_score_gemma":0.003176849,"domain_scores_codex":[0.9998636,0.00005988374,0.00001506979,0.00001356124,0.00001207722,0.00003580933],"domain_scores_gemma":[0.9993413,0.0002852737,0.0001484649,0.00003174874,0.00003443212,0.0001587811],"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":[0.05532198,0.001291599,0.322298,0.0009799257,0.000712381,0.001478897,0.0001442821,0.003249743,0.00707918,0.001464291,0.008798329,0.5971814],"study_design_scores_gemma":[0.008415732,0.01855314,0.9149316,0.0008985918,0.002393301,0.004892075,0.000934156,0.002972124,0.003543039,0.006252072,0.03615576,0.00005841968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290577,0.03437958,0.0004296664,0.0181678,0.0007829304,0.00009443065,0.0004141198,0.00002399336,0.01664977],"genre_scores_gemma":[0.9889843,0.006869659,0.0003118128,0.002026289,0.0007637421,0.00002998101,0.0002765368,0.000006177026,0.0007314429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002860568,"threshold_uncertainty_score":0.009569585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577355891752079,"score_gpt":0.2746366058048993,"score_spread":0.2588630468873785,"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."}}