{"id":"W4402776384","doi":"10.1007/s00520-024-08890-9","title":"Validation of the Skin Symptom Assessment (SSA) questionnaire for the evaluation of radiation dermatitis in breast cancer patients","year":2024,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Hospital; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pain medicine; Breast cancer; Nursing research; Dermatology; Cancer; Medical physics; Internal medicine; Pathology; Anesthesiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005481413,0.0001022944,0.0001780121,0.0001430346,0.00002998184,0.00001076647,0.0000756573,0.00007517925,0.0001216814],"category_scores_gemma":[0.0002030198,0.00006824247,0.00008734921,0.0004213797,0.00005318244,0.0001903187,0.0000153798,0.0001291856,4.688181e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532353,"about_ca_system_score_gemma":0.001220172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104646,"about_ca_topic_score_gemma":0.001210278,"domain_scores_codex":[0.9984753,0.0001946126,0.0004143115,0.0001810413,0.000614975,0.000119823],"domain_scores_gemma":[0.9984528,0.0001986104,0.0002297462,0.0001673259,0.0009298273,0.00002166789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000029386,0.00005341022,0.848544,0.0005686973,0.00005562188,2.681754e-7,0.003185051,0.005178883,0.0002197188,0.00009544755,0.0009517296,0.1411178],"study_design_scores_gemma":[0.001407611,0.00008362227,0.9773204,0.00128617,0.0002290207,8.694748e-7,0.0004328176,0.009423415,0.009514964,0.00007427912,0.0001624821,0.00006438635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876897,0.003688547,0.00009505649,0.004636757,0.0009693773,0.002354465,0.0004547629,0.00001080113,0.0001005855],"genre_scores_gemma":[0.9981215,0.0002998823,0.00001694221,0.0001414398,0.0001090094,0.001156163,0.0001256575,0.00001694554,0.00001243656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1410534,"threshold_uncertainty_score":0.400705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334823854316927,"score_gpt":0.3696377908738925,"score_spread":0.3562895523307232,"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."}}