{"id":"W2905305965","doi":"10.1016/j.jogc.2018.09.013","title":"Oncologic and Surgical Outcomes of Robotic Versus Open Radical Hysterectomy for Cervical Cancer","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Radical Hysterectomy; Laparotomy; Cervical cancer; Hazard ratio; Retrospective cohort study; Gynecologic oncology; Surgery; Hysterectomy; Perioperative; Cohort; Proportional hazards model; Robotic surgery; Stage (stratigraphy); Incidence (geometry); Cancer; Internal medicine; 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":[0.0004950594,0.0001328832,0.0002824819,0.0004179474,0.0003377195,0.0006656922,0.000378313,0.0003732725,0.00324238],"category_scores_gemma":[0.005585577,0.0001228217,0.0009509043,0.0005607591,0.0004045654,0.0004951299,0.0004719486,0.0005494601,0.0002203175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552354,"about_ca_system_score_gemma":0.001491991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02745737,"about_ca_topic_score_gemma":0.08444085,"domain_scores_codex":[0.9994764,0.0001086412,0.00004747686,0.00006214464,0.0001183063,0.0001870814],"domain_scores_gemma":[0.9984675,0.0005394961,0.0004633645,0.00005974392,0.0001419093,0.0003279683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01640703,0.0007846023,0.9044091,0.0004032371,0.001259294,0.00036117,0.0009110591,0.001924824,0.001375408,0.0004955811,0.002160433,0.06950818],"study_design_scores_gemma":[0.0001912401,0.002026058,0.9935951,0.00007781653,0.0004146091,0.0003291381,0.001176554,0.000485018,0.0001764224,0.0003069382,0.001189764,0.00003149216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943487,0.001567601,0.0000460401,0.0002918614,0.00004794371,0.00002051091,0.0008441635,0.000002792557,0.002830402],"genre_scores_gemma":[0.9982402,0.0004406513,0.00004033277,0.0001166791,0.00003706463,0.000008372616,0.0006337549,0.000002831422,0.0004800611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02745737,"threshold_uncertainty_score":0.05459505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04993236536983527,"score_gpt":0.3386599014050871,"score_spread":0.2887275360352519,"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."}}