{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004381182,0.0005247939,0.0005758508,0.001103334,0.0007169638,0.001007365,0.001676617,0.00273014,0.02768711],"category_scores_gemma":[0.0166746,0.0002888402,0.001682808,0.0008421591,0.0004865948,0.001134958,0.001333488,0.003411537,0.01008152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688807,"about_ca_system_score_gemma":0.0071773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006240993,"about_ca_topic_score_gemma":0.02270937,"domain_scores_codex":[0.9939698,0.002717035,0.001003927,0.0001908868,0.00190751,0.0002108146],"domain_scores_gemma":[0.9874736,0.004594625,0.001635678,0.0003861336,0.005158245,0.0007517931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007983832,0.00007470862,0.0005612173,0.006664421,0.00007609193,0.0001512419,0.000130601,0.0002953598,0.0004195758,0.003166509,0.6849781,0.3034024],"study_design_scores_gemma":[0.00007476485,0.00007728342,0.001035562,0.01101463,0.00006255201,0.0003015766,0.00004997383,0.0000835367,0.0001674871,0.002237767,0.9848832,0.00001167039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006112965,0.2161621,0.01301423,0.2050507,0.01913893,0.004382269,0.008152723,0.001020564,0.5269656],"genre_scores_gemma":[0.07870035,0.3927161,0.08506245,0.1848424,0.009911707,0.006140061,0.01723468,0.0005910109,0.2248011],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02768711,"threshold_uncertainty_score":0.09262258,"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."}}