{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01258446,0.001402544,0.002584738,0.004118514,0.001675095,0.002772423,0.004701274,0.01045279,0.006193671],"category_scores_gemma":[0.02826704,0.001320329,0.003637056,0.004854694,0.001145764,0.001822947,0.002493235,0.009104715,0.004868255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006354396,"about_ca_system_score_gemma":0.03283664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05457229,"about_ca_topic_score_gemma":0.1116048,"domain_scores_codex":[0.9920263,0.001934706,0.002303742,0.0003577053,0.002776535,0.0006010797],"domain_scores_gemma":[0.9656903,0.006527179,0.006303417,0.0006593613,0.01738757,0.003432028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122207,0.0002220903,0.003347081,0.004322849,0.0002043862,0.00027183,0.0001417492,0.00148477,0.0005819903,0.001824293,0.8576998,0.1297868],"study_design_scores_gemma":[0.0003686923,0.0001808474,0.01860227,0.02532018,0.000560455,0.0006711674,0.0002522296,0.0008012708,0.000391611,0.002492612,0.9502636,0.00009497035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006244682,0.2146814,0.01627891,0.5524119,0.03308163,0.0085625,0.02935154,0.001168396,0.1382192],"genre_scores_gemma":[0.02819898,0.3691033,0.1136576,0.3376524,0.02035212,0.01129306,0.05887778,0.0007099231,0.06015489],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05457229,"threshold_uncertainty_score":0.1085093,"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."}}