{"id":"W4396872285","doi":"10.1089/derm.2024.0106","title":"Effect of Skin Barrier on Atopic Dermatitis","year":2024,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Skin barrier; Medicine; Barrier function; Dermatology; Immune system; Microbiome; Immunology; Bioinformatics; Biology","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":[0.0003237345,0.0005376862,0.0009144263,0.0014739,0.0002397365,0.0008930486,0.0004403783,0.0006731982,0.007222431],"category_scores_gemma":[0.0007825728,0.000142183,0.0008410296,0.0009212396,0.0002300739,0.0006478257,0.0004970604,0.0009292583,0.001613943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170339,"about_ca_system_score_gemma":0.0004876556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008059185,"about_ca_topic_score_gemma":0.001630307,"domain_scores_codex":[0.9998009,0.00004845484,0.00002926556,0.00003046238,0.00007183809,0.00001902458],"domain_scores_gemma":[0.9997863,0.0001215609,0.00003184565,0.000005962715,0.00004323749,0.00001106995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001135036,0.00007585387,0.0002686551,0.07375084,0.0002926811,0.0002903636,0.0001007347,0.0002100365,0.002692411,0.003573833,0.02662261,0.8920085],"study_design_scores_gemma":[0.00003279047,0.0001896324,0.002117804,0.02185872,0.000659637,0.003149808,0.000117825,0.00007553604,0.001470018,0.00160481,0.9687012,0.00002227849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001815433,0.9982014,0.00004889528,0.00009757439,0.0001436023,0.000005409368,0.00002202467,0.000004939925,0.001294592],"genre_scores_gemma":[0.001767843,0.9973274,0.00009265752,0.0001146494,0.00007229649,0.000005113851,0.00002709702,0.000001133533,0.0005917199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007222431,"threshold_uncertainty_score":0.02416146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390690259171379,"score_gpt":0.3244222802599822,"score_spread":0.3105153776682684,"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."}}