{"id":"W2947773829","doi":"10.1200/jco.2019.37.15_suppl.5504","title":"Recurrence rates in cervical cancer patients treated with abdominal versus minimally invasive radical hysterectomy: A multi-institutional analysis of 700 cases.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Radical Hysterectomy; Hysterectomy; Odds ratio; Surgery; Stage (stratigraphy); Abdominal surgery; Cervical cancer; Lymphovascular invasion; Radical surgery; Cancer; Multivariate analysis; Retrospective cohort study; Adjuvant therapy; Internal medicine; Metastasis","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":[0.0005652636,0.0002123181,0.0002712415,0.00134369,0.0003664573,0.0004868525,0.0003595551,0.0004133279,0.0008760418],"category_scores_gemma":[0.002127304,0.0003239272,0.0006029699,0.001264054,0.000247587,0.0003386272,0.0004237387,0.0002795849,0.0002016088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915485,"about_ca_system_score_gemma":0.0002773712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006272853,"about_ca_topic_score_gemma":0.008145959,"domain_scores_codex":[0.9994222,0.0001425231,0.000106777,0.0001155799,0.0001232134,0.00008979375],"domain_scores_gemma":[0.9984815,0.0003974948,0.0007813098,0.00007870462,0.0001013314,0.0001597475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006935259,0.00001002515,0.9986318,0.00001067644,0.0000501232,0.00007952974,0.00004142887,0.00002534814,0.00005946763,0.000004486025,0.00008982187,0.0009278663],"study_design_scores_gemma":[0.000007058988,0.00008317208,0.9981261,0.00001054798,0.00004779096,0.000985582,0.0002900091,0.000171979,0.00008337689,0.00000836356,0.0001802362,0.000005788839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985808,0.0005439831,0.00006329563,0.00002379004,0.000004797856,0.000007461394,0.0005958443,0.00000626064,0.0001737465],"genre_scores_gemma":[0.9987908,0.0002159656,0.00007263557,0.00001853795,0.00001027973,0.000009758876,0.0008247634,0.000002661895,0.00005461711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006272853,"threshold_uncertainty_score":0.01247269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222013621363454,"score_gpt":0.4490629815309672,"score_spread":0.3268616193946218,"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."}}