{"id":"W2143647038","doi":"10.1016/j.ijrobp.2005.03.025","title":"An evidence-based estimate of the appropriate rate of utilization of radiotherapy for cancer of the cervix","year":2005,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care South East; Queen's University","funders":"","keywords":"Medicine; Cervical cancer; Radiation therapy; Cervix; Cancer; Incidence (geometry); Population; Expert opinion; Systematic review; MEDLINE; Gynecology; Intensive care medicine; Surgery; Internal medicine; Environmental health","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":[0.01004897,0.001063595,0.006579962,0.003483948,0.0001666102,0.001579576,0.002594772,0.002270435,0.002673202],"category_scores_gemma":[0.04367406,0.0007368915,0.005246401,0.003185092,0.0004853131,0.001266072,0.0007000817,0.001704353,0.0003752159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411651,"about_ca_system_score_gemma":0.003156704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005086283,"about_ca_topic_score_gemma":0.005774071,"domain_scores_codex":[0.9933612,0.002867583,0.001627274,0.0004664899,0.001558173,0.0001192383],"domain_scores_gemma":[0.9777203,0.01802803,0.002742501,0.0001989241,0.001179562,0.000130797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00188307,0.00007973641,0.005535816,0.3520297,0.02706592,0.0002890514,0.0001041242,0.004381545,0.0003249456,0.002884413,0.007876468,0.5975453],"study_design_scores_gemma":[0.004548335,0.002166938,0.06368344,0.4636551,0.2169529,0.005511619,0.0004823846,0.005353887,0.002084561,0.01267334,0.2226707,0.000216864],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006598508,0.9978908,0.0005611831,0.0002687822,0.00009117797,0.00003394689,0.0001637973,0.000004984873,0.0003256498],"genre_scores_gemma":[0.02173904,0.9754506,0.001980118,0.000288755,0.0001046338,0.00006987284,0.00027394,0.000003181419,0.00008978141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01004897,"threshold_uncertainty_score":0.05314469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165069935690108,"score_gpt":0.4581716459517098,"score_spread":0.341664652382699,"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."}}