{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003200581,0.0001079661,0.0007560162,0.0007432692,0.00005435935,0.000003640428,0.00003666188,0.000163872,0.00008885303],"category_scores_gemma":[0.001244078,0.00007901424,0.0001639909,0.0008770764,0.0001779099,0.00006450847,0.00002856799,0.0001496272,0.000001587929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002739045,"about_ca_system_score_gemma":0.0000583774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001880814,"about_ca_topic_score_gemma":0.0003556361,"domain_scores_codex":[0.9987969,0.0002517881,0.0004682208,0.0002267435,0.000138222,0.0001180891],"domain_scores_gemma":[0.9992177,0.0002372576,0.0001878769,0.0001952352,0.0001058816,0.00005599728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003275407,0.0001472522,0.9868512,0.00006222707,0.007449302,0.000007629882,0.0002373549,0.00001255326,0.0000818,0.00006663515,0.002267055,0.002784192],"study_design_scores_gemma":[0.0008557229,0.00004831408,0.9372712,0.00002112965,0.05827926,0.000007498823,0.00007753231,0.002148514,0.0006038865,0.0001829032,0.0004462162,0.0000578328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921682,0.003988661,0.0003909112,0.002095331,0.0001935604,0.000233731,0.000005815785,0.00002142757,0.0009023119],"genre_scores_gemma":[0.9983097,0.000751279,0.00008721574,0.000624255,0.00001985568,0.00002603728,0.0001401893,0.000003270196,0.0000382012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05082996,"threshold_uncertainty_score":0.3222107,"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."}}