{"id":"W3093209430","doi":"10.1188/20.onf.e225-e236","title":"Radiodermatitis in Patients With Cancer: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Oncology nursing forum","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Radiodermatitis; Dermatology; Itching; Intensive care medicine; Surgery; Radiation therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003346515,0.0004544535,0.01339113,0.0004304482,0.00005096607,0.00001506583,0.000139743,0.0003264064,0.0001232791],"category_scores_gemma":[0.0001992929,0.0002841038,0.0009852202,0.001107133,0.0001094179,0.00007573308,0.00002017931,0.0005033763,0.00001795445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100436,"about_ca_system_score_gemma":0.0005090059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551491,"about_ca_topic_score_gemma":0.00004627695,"domain_scores_codex":[0.997174,0.0007327568,0.001004933,0.0004817513,0.0002892178,0.0003173109],"domain_scores_gemma":[0.9979808,0.0003231439,0.0009601961,0.0004496533,0.00009883616,0.0001873727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000008130373,0.0001377011,0.0001624288,0.8573429,0.09882473,0.00005517489,0.00007494519,6.228585e-7,8.959642e-10,0.00002012412,0.004050131,0.03932308],"study_design_scores_gemma":[0.0004342257,0.0004041664,0.0000364736,0.1050398,0.7645516,0.00005494424,0.000006903761,0.000005532032,8.244542e-9,0.000001907783,0.1292747,0.0001897859],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.056994e-7,0.9853449,0.00001881873,0.008797427,0.00006548077,0.005328488,0.00009737817,0.00003720373,0.0003098884],"genre_scores_gemma":[0.00001519016,0.9956345,0.0004058562,0.002515477,0.00001789558,0.0009065983,0.0002698283,0.00005214559,0.0001825146],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7523032,"threshold_uncertainty_score":0.9999611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093734652272239,"score_gpt":0.3696721376864622,"score_spread":0.3387347911637398,"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."}}