{"id":"W4250977751","doi":"10.14740/jcgo345w","title":"Effectiveness and Safety of Cytoreduction Surgery in Advanced Ovarian Cancer: Initial Experience at a University General Hospital","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ovarian cancer; General surgery; Surgery; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007953311,0.0001836543,0.0001596838,0.0003161553,0.0003018044,0.0004141749,0.0002653735,0.0002343339,0.001280888],"category_scores_gemma":[0.002968265,0.0001030588,0.0002201132,0.0003177614,0.0003641366,0.0001879312,0.0005404763,0.0002155867,0.0001741724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091542,"about_ca_system_score_gemma":0.000917036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003870449,"about_ca_topic_score_gemma":0.005831114,"domain_scores_codex":[0.9994295,0.0002230689,0.00004102502,0.00004828649,0.0001367947,0.0001213758],"domain_scores_gemma":[0.998534,0.0004373307,0.0004419161,0.00006045956,0.0001643342,0.0003618504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001498613,0.0005749539,0.9440604,0.0001213402,0.00005921722,0.0006922454,0.001041115,0.000482872,0.001394834,0.00005257042,0.0003485634,0.04967336],"study_design_scores_gemma":[0.00009053472,0.004145405,0.9912837,0.00003693098,0.00003030379,0.001390257,0.000760938,0.0002568028,0.000707113,0.00002535587,0.001258883,0.00001387871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992363,0.0004055832,0.00003284229,0.00004208617,0.000003349556,0.000009847445,0.0000253765,0.00000166474,0.0002429027],"genre_scores_gemma":[0.9991856,0.0003923888,0.00008391763,0.0000335335,0.00001571742,0.00000670179,0.00009340909,0.000001149046,0.0001874767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003870449,"threshold_uncertainty_score":0.007919729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04891741309517386,"score_gpt":0.3659703418220997,"score_spread":0.3170529287269258,"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."}}