{"id":"W7116121471","doi":"10.2147/ccid.s541845","title":"CaSMO Recommendations for Prevention and Treatment of Cutaneous Adverse Events Related to Cancer Therapies in Darker Skin Phototypes","year":2025,"lang":"en","type":"article","venue":"Clinical Cosmetic and Investigational Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Lynde Centre for Dermatology; Université Laval; McGill University; Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec; Princess Margaret Cancer Centre; Cégep de Lévis; Royal College of Physicians and Surgeons of Canada; University of Toronto","funders":"","keywords":"Adverse effect; Skin cancer; Erythema; Cancer; Skin care; Clinical Practice; Hyperpigmentation; Patient care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02035933,0.0008684645,0.0009251831,0.004597642,0.004415218,0.002286139,0.003637768,0.006414802,0.01259195],"category_scores_gemma":[0.05057547,0.0005128742,0.002357898,0.003653637,0.00206493,0.001161958,0.002626823,0.005633403,0.003797422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0148744,"about_ca_system_score_gemma":0.1213134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5550328,"about_ca_topic_score_gemma":0.8406318,"domain_scores_codex":[0.9776299,0.0085296,0.003139633,0.0004796297,0.008818992,0.001402256],"domain_scores_gemma":[0.9118541,0.01919403,0.008163071,0.001779161,0.04738233,0.01162738],"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":[0.00006828458,0.0002612546,0.004686795,0.001057669,0.00002999896,0.000133881,0.0003774942,0.0001686165,0.000219433,0.002143345,0.8902177,0.1006355],"study_design_scores_gemma":[0.0002545456,0.0002185336,0.03736347,0.006220468,0.0001100253,0.0003172288,0.0009559952,0.0002127392,0.0002773476,0.002286179,0.9516976,0.00008602471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00534257,0.0406148,0.01021678,0.6990023,0.01092233,0.01328922,0.01296018,0.001206371,0.2064455],"genre_scores_gemma":[0.04320294,0.1101283,0.1690997,0.5271784,0.006855672,0.0242069,0.01607811,0.0004167459,0.1028333],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5550328,"threshold_uncertainty_score":0.8951754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05838966576438554,"score_gpt":0.4176876776548298,"score_spread":0.3592980118904442,"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."}}