{"id":"W4406371200","doi":"10.3390/cancers17020251","title":"Diagnosis and Management of Skin Toxicities in Systemic Treatment of Genitourinary Cancers","year":2025,"lang":"en","type":"review","venue":"Cancers","topic":"Chemotherapy-related skin toxicity","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Princess Margaret Cancer Centre; University of Ottawa","funders":"EMD Serono; Ipsen; Eli Lilly and Company; AstraZeneca; Galderma; Astellas Pharma; Seagen; Gilead Sciences; Eisai; L'Oreal USA; Amgen; Pfizer","keywords":"Medicine; Genitourinary system; Dermatology; Drug; Psoriasis; Pharmacology; 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":[0.0003224777,0.0005258271,0.0009277194,0.00183435,0.0002449534,0.0006321492,0.0004653204,0.0005621364,0.002719699],"category_scores_gemma":[0.0004550278,0.0001843525,0.0005316591,0.001178442,0.0002314248,0.0006544864,0.0003828605,0.001162507,0.001043005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983294,"about_ca_system_score_gemma":0.0005923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009224846,"about_ca_topic_score_gemma":0.002219071,"domain_scores_codex":[0.9998251,0.00003580256,0.00003167807,0.0000246936,0.00006993362,0.00001285097],"domain_scores_gemma":[0.9998195,0.0000872388,0.00003165658,0.000004430977,0.00004786249,0.000009297648],"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":[0.00004156899,0.00006766245,0.0002141055,0.02741176,0.00008800618,0.0003367474,0.00008127985,0.0003253738,0.001671139,0.001544652,0.02035807,0.9478595],"study_design_scores_gemma":[0.00001627142,0.0001362746,0.001373628,0.01024339,0.0001836728,0.004217362,0.00009184486,0.0001207786,0.0007804338,0.001178533,0.9816394,0.00001844468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002166173,0.9978411,0.0001376054,0.0001848216,0.0001398827,0.000008695404,0.00001946643,0.000007910463,0.001443857],"genre_scores_gemma":[0.000956057,0.9979651,0.0002648272,0.0001703447,0.0001094316,0.000006343097,0.00002881137,0.000001547466,0.0004975363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002719699,"threshold_uncertainty_score":0.009098291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531391805031895,"score_gpt":0.3375506412899839,"score_spread":0.3022367232396649,"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."}}