{"id":"W4385969372","doi":"10.1177/12034754231194009","title":"Immunosenescence, Inflammaging, and Dermatology: Insights and Opportunities","year":2023,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; University of Alberta; McGill University","funders":"","keywords":"Medicine; Immunosenescence; Dermatology; Immunology; Immune system","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":[0.002283723,0.0006652606,0.001456874,0.000674187,0.001354204,0.003190826,0.0009020563,0.01549953,0.003924657],"category_scores_gemma":[0.005263515,0.0003364532,0.0006735942,0.0004486968,0.003188808,0.004805078,0.001159214,0.01576576,0.00152592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637486,"about_ca_system_score_gemma":0.001332012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005632573,"about_ca_topic_score_gemma":0.001346487,"domain_scores_codex":[0.9989313,0.0004150061,0.0001128831,0.0001209705,0.0002968393,0.0001228704],"domain_scores_gemma":[0.9953405,0.003461454,0.0002312806,0.0001276938,0.0004166561,0.0004223708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005847333,0.0004430081,0.004407828,0.001176389,0.00008955954,0.03500282,0.0005423667,0.000303089,0.00235063,0.03185133,0.7657207,0.1575275],"study_design_scores_gemma":[0.0004393106,0.000291341,0.00386558,0.001100808,0.00007900961,0.03644774,0.001516007,0.001108938,0.0004976703,0.07060948,0.8839633,0.00008068111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002146904,0.115426,0.0004199965,0.851234,0.02541482,0.00001330438,0.00002251831,0.00002661938,0.005295926],"genre_scores_gemma":[0.02619994,0.09024919,0.000790506,0.3790894,0.4976724,0.00003881724,0.00002427134,0.00001445435,0.005921031],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01549953,"threshold_uncertainty_score":0.01312929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737043208438632,"score_gpt":0.2513314874917925,"score_spread":0.2139610554074062,"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."}}