{"id":"W4399267696","doi":"10.1016/j.apjon.2024.100530","title":"Mepitel film for the prevention of radiation dermatitis: A comprehensive review of its efficacy, side effects, physics measurements, patient- and clinician-reported outcomes","year":2024,"lang":"en","type":"review","venue":"Asia-Pacific Journal of Oncology Nursing","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lions Gate Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Medical physics; Dermatology; Skin cancer; Cancer; Internal medicine","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":[0.001412919,0.0004287832,0.003737458,0.0003351666,0.00007905711,0.0000149881,0.0001767712,0.0003802336,0.000004250441],"category_scores_gemma":[0.002558161,0.000279494,0.001313824,0.0004237355,0.0001875661,0.0001532539,0.00002462922,0.0007358321,0.000002757597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005147281,"about_ca_system_score_gemma":0.001311692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.90906e-7,"about_ca_topic_score_gemma":3.898295e-7,"domain_scores_codex":[0.9949369,0.000968496,0.002922312,0.0002833504,0.0006401395,0.0002487405],"domain_scores_gemma":[0.9884605,0.00370927,0.006298215,0.0003562293,0.001053131,0.0001226553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000566863,0.0004485673,0.00003573082,0.1138028,0.002695258,0.00002663606,0.0003574509,0.00000319574,0.00002823206,0.00002033373,0.005501784,0.8770233],"study_design_scores_gemma":[0.003408346,0.005237425,0.0009857531,0.4706548,0.04429207,0.00160265,0.0003062463,0.00005624519,0.0002164322,0.0001206853,0.4728247,0.000294666],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001297752,0.9919857,0.0005007623,0.001153487,0.001642556,0.004329455,0.00003351489,0.00001445326,0.0002103229],"genre_scores_gemma":[0.001828019,0.9964523,0.001071605,0.0001368585,0.0002804613,0.00006007382,0.00008007167,0.00006497974,0.0000256199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8767287,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08598327259250908,"score_gpt":0.4306251601472705,"score_spread":0.3446418875547614,"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."}}