{"id":"W4319297233","doi":"10.3390/curroncol30020153","title":"Oncologic Outcomes of Surgically Treated Cervical Cancer with No Residual Disease on Hysterectomy Specimen: A 4C (Canadian Cervical Cancer Collaborative) Working Group Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University; Children's Hospital of Winnipeg; Centre hospitalier de l'Université Laval; University of British Columbia; McGill University; Sunnybrook Health Science Centre; Jewish General Hospital; University of Calgary; Vancouver General Hospital; Trillium Health Centre; University of Manitoba; Juravinski Cancer Centre; University of Toronto; McMaster University; Centre Hospitalier de l’Université de Montréal; Université Laval; University of Alberta","funders":"","keywords":"Medicine; Cervical cancer; Hysterectomy; Surgery; Radical Hysterectomy; Retrospective cohort study; Cohort; Stage (stratigraphy); Cervical conization; Cancer; Cervical intraepithelial neoplasia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001055848,0.0004401271,0.0004681388,0.001660614,0.001647554,0.001014521,0.001129048,0.0004518664,0.0009844247],"category_scores_gemma":[0.002315461,0.0003591209,0.000815849,0.002839653,0.0005680259,0.0004207743,0.0008226034,0.0005638591,0.0001599168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007380036,"about_ca_system_score_gemma":0.008786377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6664289,"about_ca_topic_score_gemma":0.7380824,"domain_scores_codex":[0.9990892,0.00005561606,0.00007061438,0.0001671242,0.0003677877,0.0002496297],"domain_scores_gemma":[0.9981604,0.0001099251,0.0006403062,0.0001381696,0.0006330924,0.0003180814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006169948,0.00001148753,0.9984034,0.00002080473,0.00006122377,0.00005816446,0.0001255336,0.00002934737,0.00007048722,0.00001884418,0.0002202714,0.0009187582],"study_design_scores_gemma":[0.000005282339,0.00003845683,0.9989665,0.0000170442,0.00004899206,0.0001484622,0.0002604,0.00006433237,0.0000332913,0.00001046588,0.0003997178,0.000007074054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953838,0.0006544197,0.00006405997,0.00005779813,0.000008520688,0.0000606167,0.002777368,0.000002817988,0.0009905493],"genre_scores_gemma":[0.9963874,0.0004994066,0.00007179761,0.00003484547,0.00001384076,0.00002892758,0.002772673,0.000003559576,0.0001875341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3335711,"threshold_uncertainty_score":0.6710712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195774194766226,"score_gpt":0.4138584775303096,"score_spread":0.294281058053687,"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."}}