{"id":"W2559405983","doi":"10.1097/01.cot.0000511167.18835.39","title":"Endometrial, Cervical Cancer Patients Report Better Quality of Life With IMRT","year":2016,"lang":"en","type":"article","venue":"Oncology Times","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Quality of life (healthcare); Radiation therapy; Adverse effect; Cervical cancer; Endometrial cancer; Genitourinary system; Cancer; Prostate cancer; Clinical trial; Internal medicine; Cervix; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002984855,0.0001644141,0.0008049325,0.0001546608,0.00003671658,0.000002991617,0.00008932999,0.0001705222,0.004522172],"category_scores_gemma":[0.000888567,0.00008174689,0.0001364667,0.000387597,0.0002238672,0.00006278948,0.00005415881,0.0001005675,0.00006595207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690665,"about_ca_system_score_gemma":0.0004465409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005402499,"about_ca_topic_score_gemma":0.00007597292,"domain_scores_codex":[0.9982426,0.0001288399,0.0006045849,0.0003371928,0.0004169546,0.0002698322],"domain_scores_gemma":[0.9981179,0.0006881356,0.0003626431,0.0003025437,0.0002827609,0.000246002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00491062,0.001048434,0.9457397,0.00005149578,0.0004848172,0.00007362057,0.0000298328,7.119611e-8,0.000949895,0.00005939116,0.004512874,0.04213925],"study_design_scores_gemma":[0.03131476,0.004629374,0.9070097,0.0001051909,0.0003386512,0.00002228344,0.0000162963,2.430671e-7,0.005467134,0.0001628878,0.05074724,0.0001862354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668655,0.0003299058,0.00004209124,0.006781586,0.0003773519,0.0004411897,0.00006360347,0.00004168057,0.02505705],"genre_scores_gemma":[0.9926386,0.00009281098,0.0006002364,0.001345732,0.000366042,0.0001026572,0.00002586033,0.00002018619,0.004807909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04623437,"threshold_uncertainty_score":0.9963878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028476294864931,"score_gpt":0.357759054216379,"score_spread":0.3174742912677297,"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."}}