{"id":"W2896587001","doi":"10.1016/j.jogc.2018.05.031","title":"Does Neoadjuvant Chemotherapy Impact Prognosis in Advanced-Stage Epithelial Ovarian Cancer Optimally Debulked at Surgery?","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Stage (stratigraphy); Proportional hazards model; Chemotherapy; Ovarian cancer; Internal medicine; Oncology; Retrospective cohort study; Serous fluid; Surgery; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004623333,0.0001020008,0.0003875811,0.0002242675,0.0002846786,0.0006912124,0.0002159838,0.0005063573,0.002009458],"category_scores_gemma":[0.00564717,0.00009372918,0.0004443931,0.0005231635,0.0003480748,0.0005323541,0.00022375,0.0004711237,0.0002293717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000853292,"about_ca_system_score_gemma":0.001117669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782071,"about_ca_topic_score_gemma":0.02867405,"domain_scores_codex":[0.9996902,0.000126689,0.00003761056,0.00003264174,0.00004585683,0.00006695682],"domain_scores_gemma":[0.9983228,0.000702854,0.0004606126,0.00006916274,0.0001511322,0.0002934398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004647889,0.0001162865,0.9499611,0.0001130558,0.0001725138,0.000195201,0.00008394753,0.0003511544,0.0005924654,0.0001391024,0.00129029,0.04233703],"study_design_scores_gemma":[0.00009630425,0.0007795458,0.993957,0.0001373355,0.0003896393,0.0003866801,0.0003417872,0.0003861524,0.0002180239,0.000367062,0.002928322,0.00001208964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971958,0.01651341,0.0001208468,0.005165481,0.0002671377,0.00002478271,0.0007597466,0.000006264402,0.005184274],"genre_scores_gemma":[0.9956205,0.002755723,0.0001236301,0.0005330628,0.0001729554,0.000006894399,0.0004242451,0.000003677479,0.0003592396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006782071,"threshold_uncertainty_score":0.01348519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216408901109584,"score_gpt":0.2705324048954265,"score_spread":0.2583683158843306,"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."}}