{"id":"W4411946858","doi":"10.1089/derm.2024.0480","title":"Apolipoprotein B as a Protective Factor Against Atopic Dermatitis: Insights Into Lipid Metabolism From a Large Prospective Cohort of 454,974 Individuals","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Apolipoprotein B; Prospective cohort study; Lipid metabolism; Cohort study; Dermatology; Internal medicine; Cholesterol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002177757,0.0004127749,0.0005122926,0.0006849467,0.0007146111,0.001088745,0.0005317233,0.0005486259,0.00185097],"category_scores_gemma":[0.002755933,0.0005250908,0.0008810964,0.001542685,0.0003056612,0.0004081917,0.0007795749,0.000652384,0.0004493938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229724,"about_ca_system_score_gemma":0.0004311346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007677934,"about_ca_topic_score_gemma":0.005735435,"domain_scores_codex":[0.9987614,0.0004693126,0.000115371,0.0003663611,0.0001939137,0.00009355099],"domain_scores_gemma":[0.9985953,0.0002824625,0.0003449188,0.0003983092,0.0001811973,0.0001978269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006745248,0.0000530422,0.9951867,0.00003246477,0.0004780821,0.0001530842,0.0001805878,0.00008688073,0.0008577179,0.00003874069,0.0002585811,0.001999656],"study_design_scores_gemma":[0.00003874378,0.0001148556,0.99821,0.00001171367,0.0002352183,0.0002629897,0.0001493773,0.000286028,0.0001383566,0.00004772383,0.0004976832,0.000007464145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971567,0.0005377048,0.0005418647,0.00004924326,0.00001022841,0.00002076789,0.0014374,0.000006435312,0.0002395012],"genre_scores_gemma":[0.9979819,0.0001821483,0.0004060603,0.00004436358,0.00001214102,0.00003439476,0.001039372,0.000006262359,0.0002932445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007677934,"threshold_uncertainty_score":0.01526648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005992415165230387,"score_gpt":0.2531019420167729,"score_spread":0.2471095268515425,"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."}}