{"id":"W2089667363","doi":"10.1016/j.clon.2011.05.002","title":"A Population-based Study of Cervix Cancer: Incidence, Management and Outcome in the Canadian Province of Saskatchewan","year":2011,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Interior Health; Saskatchewan Hospital; Saskatchewan Cancer Agency; Kingston General Hospital","funders":"Saskatchewan Cancer Agency","keywords":"Medicine; Adenosquamous carcinoma; Cancer registry; Cervix; Population; Cancer; Cervical cancer; Brachytherapy; Incidence (geometry); Radiation therapy; Stage (stratigraphy); Survival rate; Gynecology; Adenocarcinoma; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007495767,0.00008038314,0.000551556,0.000141266,0.0000263868,0.000001497268,0.00012704,0.0001062072,0.0001063336],"category_scores_gemma":[0.0001631233,0.00005009843,0.00005964973,0.0002894352,0.00008432571,0.00001702276,0.00003106225,0.0001684717,0.000001503746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960184,"about_ca_system_score_gemma":0.0005362258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5454584,"about_ca_topic_score_gemma":0.9187067,"domain_scores_codex":[0.9985045,0.0002249845,0.0007622981,0.0001930003,0.0001694813,0.0001457515],"domain_scores_gemma":[0.9989311,0.0004548364,0.000212118,0.0002235696,0.00005242263,0.0001259474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005254254,0.001605401,0.9711522,0.00006466015,0.00006818151,0.0001090628,0.0006472901,0.000001630729,2.732412e-7,0.00006308711,0.00001264756,0.02575007],"study_design_scores_gemma":[0.005642649,0.004094162,0.9880857,0.00003002428,0.0002117998,9.696172e-7,0.001513723,0.000009416811,0.000003161776,0.0001652505,0.0002013291,0.00004180059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954942,0.0001053342,0.000001342899,0.0006145513,0.0001343491,0.000971659,0.000006912632,0.000004059578,0.002667552],"genre_scores_gemma":[0.9983035,0.00001588189,0.0003438398,0.001112318,0.00003637315,0.00007947432,0.000003988164,0.000005218756,0.00009943634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3732482,"threshold_uncertainty_score":0.4575684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1531881848323925,"score_gpt":0.4347039285817368,"score_spread":0.2815157437493443,"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."}}