{"id":"W4290879678","doi":"10.1200/jco.21.02831","title":"Intensity-Modulated Radiation Therapy Reduces Patient-Reported Chronic Toxicity Compared With Conventional Pelvic Radiation Therapy: Updated Results of a Phase III Trial","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Clinical endpoint; Radiation therapy; Prostate cancer; Clinical trial; Adverse effect; Endometrial cancer; Internal medicine; Urinary system; Quality of life (healthcare); Cancer; Surgery; Oncology","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":[0.01605129,0.0009048527,0.003467255,0.0007095754,0.000327436,0.002197193,0.0009571562,0.001415354,0.004191001],"category_scores_gemma":[0.01609628,0.0003920993,0.005105737,0.001131458,0.0007344896,0.00143151,0.0004154647,0.00277287,0.000584787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008557099,"about_ca_system_score_gemma":0.001574895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005780532,"about_ca_topic_score_gemma":0.001157872,"domain_scores_codex":[0.9950446,0.003335474,0.0005321043,0.0003030155,0.0005524775,0.0002322514],"domain_scores_gemma":[0.9900938,0.004357019,0.002741551,0.000964103,0.001025126,0.0008185288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.686875,0.01542628,0.006422767,0.007752003,0.01662954,0.00009690775,0.0002935403,0.001752005,0.007405648,0.0006438547,0.00902308,0.2476793],"study_design_scores_gemma":[0.7237968,0.2290815,0.01774015,0.001226197,0.01353625,0.0001677695,0.00007371669,0.001029274,0.001904899,0.0006738967,0.01069639,0.00007321889],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861028,0.1014315,0.005167854,0.004964269,0.002397271,0.01059993,0.006041592,0.0003990066,0.007970507],"genre_scores_gemma":[0.9188952,0.04478901,0.009554788,0.006722229,0.002298235,0.00888053,0.005197543,0.0001858217,0.003476617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605129,"threshold_uncertainty_score":0.08488834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164874476356977,"score_gpt":0.4376565768534813,"score_spread":0.3211691292177836,"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."}}