{"id":"W4400574762","doi":"10.1016/j.jogc.2023.102242","title":"What Is the Future of Radical Hysterectomy? Commentary on the Indication for Minimally Invasive Surgery for Cervical Cancer ≤2 cm","year":2024,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Chugai Pharmaceutical; Meso Scale Diagnostics","keywords":"Radical Hysterectomy; Cervical cancer; Medicine; Hysterectomy; Invasive surgery; Radical surgery; Surgery; General surgery; 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":[0.006645389,0.0007120417,0.00197311,0.001198108,0.005919021,0.003643004,0.003165627,0.06972985,0.009042266],"category_scores_gemma":[0.04013768,0.001047177,0.00176025,0.001292603,0.004740138,0.004775211,0.002084521,0.06368285,0.00484931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009404047,"about_ca_system_score_gemma":0.01793541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03799899,"about_ca_topic_score_gemma":0.06644002,"domain_scores_codex":[0.9938291,0.001911886,0.0007589132,0.0005939734,0.002070459,0.0008357214],"domain_scores_gemma":[0.9683975,0.01955348,0.001542672,0.0003820884,0.005132984,0.004991211],"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":[0.00005602442,0.00001320075,0.0002643414,0.00008113162,0.000009758498,0.0004692686,0.0001052026,0.00004344071,0.00007014797,0.001799513,0.9927448,0.004343063],"study_design_scores_gemma":[0.0001627715,0.00006152663,0.001375336,0.001061989,0.00005331363,0.00105622,0.0008042878,0.0002223122,0.0001287581,0.006664014,0.9883071,0.0001023151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001053799,0.001162696,0.00001706841,0.9823316,0.01517716,0.000004040422,0.00003152195,0.000004058202,0.001166453],"genre_scores_gemma":[0.001186587,0.0009708856,0.00005938973,0.9655078,0.0303056,0.00001360503,0.00001711584,0.000008307141,0.001930616],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06972985,"threshold_uncertainty_score":0.07555556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395131533599983,"score_gpt":0.270507513370933,"score_spread":0.2465561980349332,"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."}}