{"id":"W4390674900","doi":"10.1007/s00520-023-08302-4","title":"Patient-reported experience with the use of Mepitel Film for prevention of acute radiation dermatitis in breast cancer","year":2024,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sault Area Hospital; McMaster University; Lions Gate Hospital; Health Sciences North; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Cancer; Internal medicine; Physical therapy; Dermatology","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":[0.00006290579,0.00010933,0.0002384518,0.0001596835,0.00001452727,0.000009448075,0.00004077522,0.00006182639,0.0001275068],"category_scores_gemma":[0.00004918432,0.00007673724,0.00006987322,0.0004171027,0.0000783674,0.0003174319,0.00001089525,0.0001027265,2.58139e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322794,"about_ca_system_score_gemma":0.000442751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111842,"about_ca_topic_score_gemma":0.00161675,"domain_scores_codex":[0.9989597,0.00004744559,0.0003974019,0.0002080416,0.0002429701,0.0001444153],"domain_scores_gemma":[0.9990565,0.0001357823,0.000246062,0.0001617133,0.0003668761,0.00003302978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007840106,0.0001142401,0.8191725,0.001432417,0.0004287933,0.00008596034,0.04790687,0.002365125,0.006357982,0.00004771091,0.006571784,0.1147326],"study_design_scores_gemma":[0.001691407,0.0005783548,0.947181,0.001907892,0.0002896985,0.00003152653,0.00312714,0.002163051,0.03916565,0.00001027519,0.003701645,0.0001523106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994001,0.001934778,0.0002179469,0.001651699,0.0001898669,0.001313524,0.0006533028,0.00001544464,0.00002248953],"genre_scores_gemma":[0.9979167,0.0004524831,0.0001577491,0.0002047175,0.00003701376,0.001033408,0.0001099046,0.0000199241,0.00006810785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280085,"threshold_uncertainty_score":0.3129254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752215743862523,"score_gpt":0.3303650007682379,"score_spread":0.3128428433296127,"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."}}