{"id":"W7117247860","doi":"10.1038/s41598-025-32163-y","title":"JAK-1 inhibitors in the management of atopic dermatitis in patients over 65 years old: a descriptive cohort study","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Hamilton Health Sciences; Niagara Health System; McMaster University","funders":"","keywords":"Atopic dermatitis; Adverse effect; Retrospective cohort study; Cohort; Medical record; Cohort study; Population; Clinical trial; Janus kinase inhibitor","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":[0.0006342868,0.0002062908,0.0004328804,0.0006005567,0.0004145514,0.0006367344,0.0001814627,0.0003082872,0.001576965],"category_scores_gemma":[0.001242293,0.0002264363,0.000788808,0.0008612875,0.0001300411,0.0004306119,0.0003105421,0.0004721302,0.0003792211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283215,"about_ca_system_score_gemma":0.0003707061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002597988,"about_ca_topic_score_gemma":0.002718843,"domain_scores_codex":[0.9996222,0.00006411947,0.00006033573,0.0001143711,0.00007496961,0.0000639982],"domain_scores_gemma":[0.9992992,0.0001025162,0.0002995049,0.00007709011,0.00009434448,0.0001273679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003869681,0.0001240292,0.9968155,0.00002715284,0.0001528343,0.0001758235,0.00006237489,0.00001486363,0.0001394599,0.00002086292,0.0001795243,0.001900665],"study_design_scores_gemma":[0.00007366674,0.0005670752,0.9961439,0.00002864787,0.0002874762,0.001253687,0.0004244362,0.0001323174,0.00007518857,0.00003685883,0.0009673085,0.000009398737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974612,0.001041383,0.0001172524,0.00004556951,0.000014445,0.00003504992,0.0006972959,0.000002731455,0.0005851116],"genre_scores_gemma":[0.998372,0.0005920504,0.00008904006,0.00007298395,0.00002442158,0.00002888057,0.000601036,0.000002346258,0.0002173697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002597988,"threshold_uncertainty_score":0.005275428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00754517390704306,"score_gpt":0.2581747903887226,"score_spread":0.2506296164816795,"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."}}