{"id":"W3080346725","doi":"10.1188/20.onf.539-556","title":"ONS Guidelines™ for Cancer Treatment–Related Skin Toxicity","year":2020,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Chemotherapy-related skin toxicity","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Dermatology; Cancer; Skin cancer; Distressing; Incidence (geometry); Disease; Surgery; 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":[0.0001294792,0.0002836587,0.0006710591,0.00007672654,0.0001849722,0.0000103161,0.0001175438,0.0005146264,0.0005049489],"category_scores_gemma":[0.0003068825,0.0002472338,0.0002912334,0.000303066,0.0002059801,0.00005872363,0.00001550575,0.0002738781,0.00005229126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800885,"about_ca_system_score_gemma":0.000709447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006475961,"about_ca_topic_score_gemma":0.0001006542,"domain_scores_codex":[0.9981824,0.0000531741,0.0005191109,0.0004967105,0.0001507188,0.0005978795],"domain_scores_gemma":[0.9988189,0.0001500556,0.0001816458,0.0002596407,0.0002541247,0.0003356808],"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":[0.002410917,0.00173287,0.003057274,0.00004828131,0.0008018228,0.00008271584,0.004414988,0.0001892362,0.08459564,0.0006929183,0.3593032,0.5426702],"study_design_scores_gemma":[0.01596758,0.006526597,0.001044386,0.0003782308,0.0008671752,0.0002052484,0.0008838539,0.01339704,0.1349762,0.001275162,0.824006,0.0004724964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3396484,0.002231797,0.003624804,0.6362596,0.001343092,0.002012341,0.0001142229,0.0004878191,0.01427795],"genre_scores_gemma":[0.9269366,0.0005131623,0.02357454,0.04081762,0.001193533,0.0002731901,0.0001854426,0.000185963,0.006319987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5954419,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09624881671078937,"score_gpt":0.4267535259116445,"score_spread":0.3305047092008551,"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."}}