{"id":"W2625843461","doi":"10.1016/j.ygyno.2017.06.006","title":"Management Of Early Stage Cervical Cancer: When Is Non-Randomized Data Good Enough?","year":2017,"lang":"en","type":"letter","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radical Hysterectomy; Cervical cancer; Hysterectomy; Randomized controlled trial; Stage (stratigraphy); Sexual dysfunction; Surgery; Gynecology; Cancer; Internal medicine","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":[0.117284,0.0009259639,0.006545835,0.002043542,0.003463203,0.01025875,0.0065319,0.03935851,0.01229303],"category_scores_gemma":[0.3860136,0.001425272,0.005217677,0.002608414,0.005870874,0.01556853,0.004019659,0.04188479,0.005728513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009584805,"about_ca_system_score_gemma":0.01390603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002639076,"about_ca_topic_score_gemma":0.005977414,"domain_scores_codex":[0.8663223,0.09303129,0.02069539,0.004501075,0.0124591,0.00299073],"domain_scores_gemma":[0.4358599,0.4842134,0.02342144,0.009308993,0.03216095,0.01503533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006263118,0.0003973094,0.005703578,0.00794557,0.002266779,0.0009120525,0.0004714086,0.0004886299,0.0005403712,0.01633712,0.8035871,0.155087],"study_design_scores_gemma":[0.0136655,0.001386581,0.004805268,0.02825367,0.002656606,0.0009669932,0.00111094,0.001469561,0.000689787,0.08050758,0.8641186,0.0003690004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000472676,0.01184932,0.0004550992,0.9686834,0.01643373,0.00009380207,0.0002867815,0.00003221314,0.00169302],"genre_scores_gemma":[0.006969825,0.007968797,0.002667427,0.9410926,0.03995579,0.0003051641,0.0002564769,0.00005314764,0.0007308247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.117284,"threshold_uncertainty_score":0.6202645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07676379819376498,"score_gpt":0.3728940500339026,"score_spread":0.2961302518401376,"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."}}