{"id":"W2970226356","doi":"10.1016/j.prro.2020.04.002","title":"Radiation Therapy for Cervical Cancer: Executive Summary of an ASTRO Clinical Practice Guideline","year":2020,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":297,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute; National Institutes of Health; GOG Foundation; Irving A. Hansen Memorial Foundation; BMC Software; Eisai; Merck; Horizon Pharma; AstraZeneca; American Society for Radiation Oncology","keywords":"Medicine; Guideline; Brachytherapy; Cervical cancer; Radiation therapy; Grading (engineering); Medical physics; Evidence-based medicine; Cancer; Radiology; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001042372,0.0001465109,0.0005621737,0.00005757119,0.0000580548,0.0000104269,0.00007860471,0.000278,0.0002227411],"category_scores_gemma":[0.009826823,0.0001276538,0.0001883717,0.0002376092,0.000111685,0.0003895646,0.00003087211,0.0004196502,0.00001283836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697099,"about_ca_system_score_gemma":0.001159382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007167634,"about_ca_topic_score_gemma":0.00001597576,"domain_scores_codex":[0.997655,0.0004927207,0.0009281427,0.0003990079,0.0002879645,0.0002371693],"domain_scores_gemma":[0.995109,0.003164195,0.0005421645,0.0001470341,0.0005971434,0.0004405127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0345606,0.002664611,0.01250145,0.00007456291,0.0003603115,0.00009143807,0.0006940559,0.00004914165,0.003048247,0.003629873,0.08116599,0.8611597],"study_design_scores_gemma":[0.006099503,0.01340495,0.0237854,0.000008353934,0.0003170771,0.00006004151,0.0003679263,0.02692606,0.001304198,0.0001659804,0.9274216,0.0001388642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1997919,0.00336998,0.02114004,0.7568141,0.001300178,0.003263939,0.0001910263,0.0001967447,0.01393211],"genre_scores_gemma":[0.8653083,0.003796041,0.05891055,0.06624858,0.004804091,0.0002185286,0.0005415811,0.00005184447,0.0001204934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8610209,"threshold_uncertainty_score":0.9985138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08605843320773203,"score_gpt":0.4744637370566092,"score_spread":0.3884053038488771,"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."}}