{"id":"W4416336994","doi":"10.3390/medicina61112053","title":"Infection Risk in Dermatology Patients Receiving Next-Generation Medication: A Meta-Analysis of JAK Inhibitors and Biologics","year":2025,"lang":"en","type":"article","venue":"Medicina","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Atopic dermatitis; Psoriasis; Skin infection; Incidence (geometry); Adverse effect; Vitiligo; Janus kinase; Risk factor","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":[0.009484588,0.001569752,0.009210079,0.003200075,0.0005346057,0.002651915,0.001256689,0.001700736,0.003002341],"category_scores_gemma":[0.02322807,0.0009653947,0.03943804,0.004659633,0.000412626,0.001153834,0.001046068,0.001927665,0.0002446971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831758,"about_ca_system_score_gemma":0.001213901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005238073,"about_ca_topic_score_gemma":0.007728148,"domain_scores_codex":[0.9911369,0.004293219,0.002208564,0.001229822,0.0007685987,0.0003629998],"domain_scores_gemma":[0.9739723,0.02055672,0.003162296,0.001035031,0.0009709519,0.0003026714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004412255,0.00002943827,0.03107274,0.0858461,0.8686172,0.0001864894,0.00005500411,0.0009331676,0.0002399044,0.000151111,0.0007677209,0.007688874],"study_design_scores_gemma":[0.0005991205,0.000204058,0.01576569,0.006338973,0.9746524,0.0001618284,0.00003644233,0.0004759757,0.0001174132,0.0003015814,0.001323195,0.00002325162],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02834803,0.9673908,0.00119878,0.0003390958,0.000298467,0.0001339678,0.001525516,0.00004178605,0.000723557],"genre_scores_gemma":[0.7186149,0.2738285,0.002514085,0.001278531,0.0004306284,0.00048194,0.002171807,0.00008207026,0.0005975173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009484588,"threshold_uncertainty_score":0.05015987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686925893637705,"score_gpt":0.3089952740300143,"score_spread":0.2621260150936372,"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."}}