{"id":"W4411646662","doi":"10.58931/cdt.2025.62142","title":"Update in Diagnosis and Management of Severe Cutaneous Adverse Reactions: Emerging Therapies and Evolving Presentations","year":2025,"lang":"en","type":"article","venue":"Canadian dermatology today.","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Intensive care medicine; Adverse effect; Dermatology; 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":[0.001442675,0.0007933582,0.001282376,0.002840147,0.0004044636,0.001737762,0.001086566,0.001500406,0.003695015],"category_scores_gemma":[0.004986737,0.000290269,0.000702424,0.00168857,0.0007679317,0.002691321,0.0006561108,0.003153515,0.001452258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574327,"about_ca_system_score_gemma":0.001746481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004473754,"about_ca_topic_score_gemma":0.01069883,"domain_scores_codex":[0.9991481,0.0001890427,0.0001810462,0.00008237222,0.0003267646,0.00007266329],"domain_scores_gemma":[0.9960235,0.00166682,0.0005533809,0.00006900173,0.001400218,0.0002869306],"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":[0.00008304616,0.00007418547,0.001802746,0.005166402,0.00008410493,0.001482554,0.0001774201,0.0003805123,0.0008898888,0.001831642,0.1095648,0.8784627],"study_design_scores_gemma":[0.00004248823,0.0001612329,0.003137359,0.007305365,0.0002514992,0.01843862,0.0003394247,0.0004253711,0.0003994216,0.00170573,0.9677415,0.00005200825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008301483,0.9853764,0.001087195,0.006282052,0.002478226,0.00001865903,0.0000603781,0.00007235388,0.00379453],"genre_scores_gemma":[0.005464047,0.9779961,0.003445546,0.004102587,0.007472837,0.00001825969,0.0001854509,0.00001962256,0.001295478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004473754,"threshold_uncertainty_score":0.01236105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112016978149934,"score_gpt":0.2768610262697627,"score_spread":0.2657408564882634,"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."}}