{"id":"W4403251522","doi":"10.1016/j.ygyno.2024.07.089","title":"Evaluation of efficacy and fertility after non-radical surgical therapy (extra fascial hysterectomy or cone biopsy with pelvic lymphadenectomy) for stage IA1 (LVSI+) and IA2–IB1 (GOG-278) cervical cancer","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Stage (stratigraphy); Cervical cancer; Radical Hysterectomy; Hysterectomy; Lymphadenectomy; Fertility preservation; Biopsy; Fertility; Surgery; Radiology; 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":[0.00131665,0.0001708205,0.0005053263,0.0002839085,0.0001356833,0.0002698929,0.0002284908,0.0002441518,0.001150805],"category_scores_gemma":[0.001698018,0.00007407695,0.0006567971,0.0001818074,0.0003664105,0.0002830988,0.0001367234,0.0004487455,0.000112328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828327,"about_ca_system_score_gemma":0.0003921216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005550171,"about_ca_topic_score_gemma":0.0008027243,"domain_scores_codex":[0.9996401,0.0001948592,0.00002066264,0.00003399138,0.00006372091,0.00004671677],"domain_scores_gemma":[0.9991775,0.0004601327,0.0001517514,0.00005331101,0.00004490967,0.0001123687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3033264,0.0138924,0.3493207,0.00104066,0.002637398,0.0006285461,0.0006172851,0.003411184,0.02959358,0.0006665135,0.0007956782,0.2940696],"study_design_scores_gemma":[0.003906643,0.2735846,0.7052705,0.00005691226,0.001698932,0.0004466774,0.0003086293,0.001404183,0.008979899,0.0003731413,0.003941826,0.00002814611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957349,0.002873495,0.00004527023,0.00006670928,0.0000273721,0.00003149284,0.000109027,0.000004728801,0.001106999],"genre_scores_gemma":[0.9988858,0.0004296969,0.00003558448,0.00003747029,0.00003645736,0.0000116169,0.000116374,8.768198e-7,0.0004462158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00131665,"threshold_uncertainty_score":0.006963193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07138324590284907,"score_gpt":0.390665598570525,"score_spread":0.319282352667676,"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."}}