{"id":"W2276080620","doi":"10.12788/j.suponc.0009","title":"Characterization of skin reactions and pain reported by patients receiving radiation therapy for cancer at different sites","year":2013,"lang":"en","type":"article","venue":"The Journal of Supportive Oncology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Abdomen; Radiation therapy; Tenderness; Head and neck; Breast cancer; Internal medicine; Surgery; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0007596703,0.00008668899,0.0003036706,0.00009158959,0.00006235921,0.000004509529,0.00004102767,0.00008245944,0.0001865822],"category_scores_gemma":[0.0005677745,0.00005352951,0.00005704269,0.00006727315,0.00005894998,0.0001508263,0.000009658729,0.0001142264,6.98382e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227889,"about_ca_system_score_gemma":0.00006791994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171191,"about_ca_topic_score_gemma":0.00001552603,"domain_scores_codex":[0.998813,0.0002822899,0.00057502,0.00007364304,0.000147559,0.0001085104],"domain_scores_gemma":[0.9970183,0.0006623081,0.001607322,0.00008557067,0.0005566109,0.00006989286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004617686,0.0002125828,0.282027,0.00002624003,0.0001575515,5.940205e-7,0.0009109227,0.000001432545,0.6333166,0.000001359915,0.004022728,0.07886122],"study_design_scores_gemma":[0.002238866,0.003087751,0.9198482,0.00003773465,0.0001224831,0.00003025331,0.0001089685,0.0001991337,0.06880702,0.00003666043,0.005432504,0.00005040215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948991,0.0001952681,0.0005002798,0.003460417,0.0001453876,0.000751601,0.00001723811,0.000004753635,0.00002597792],"genre_scores_gemma":[0.997301,0.001711097,0.00006956131,0.0004026653,0.0001147428,0.00003620988,0.00009115704,0.00001326634,0.000260291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6378212,"threshold_uncertainty_score":0.218287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147504233880671,"score_gpt":0.300736431663619,"score_spread":0.2859860082755519,"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."}}