{"id":"W4319082485","doi":"10.1016/j.jaci.2022.12.460","title":"Dupilumab inhibits vascular leakage of blood proteins into atopic dermatitis skin","year":2023,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovaderm (Canada)","funders":"","keywords":"Dupilumab; Atopic dermatitis; Medicine; Immunology; Erythema; Fibrinogen; Internal medicine","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":[0.0001137605,0.0002448623,0.0002905988,0.0001522329,0.0001669843,0.000344124,0.0001790398,0.0002252256,0.001480195],"category_scores_gemma":[0.0001497666,0.00008493698,0.0002142356,0.00006956873,0.0001136656,0.0002207549,0.0001178548,0.0007955907,0.0003273817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446383,"about_ca_system_score_gemma":0.0002111034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004888827,"about_ca_topic_score_gemma":0.000850753,"domain_scores_codex":[0.9998703,0.0000298984,0.000006871937,0.00001498378,0.00002087948,0.00005701197],"domain_scores_gemma":[0.9999423,0.0000130643,0.000006981756,0.000004518823,0.000008492093,0.00002461838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004884102,0.001238036,0.001069634,0.0002998778,0.0000569995,0.0003122411,0.00004749469,0.0001919886,0.9259896,0.0001930474,0.001073893,0.0646432],"study_design_scores_gemma":[0.0009541292,0.01159854,0.01982365,0.00004313184,0.0001798379,0.001547579,0.0001095724,0.003044978,0.9536095,0.0001254613,0.00894613,0.00001746809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924706,0.004447815,0.0006433963,0.00013357,0.0001655962,0.000028575,0.00006370908,0.00008708248,0.001959536],"genre_scores_gemma":[0.9965128,0.001228015,0.0004146284,0.00008301326,0.00005278526,0.00001726452,0.00008494014,0.00000852819,0.001598164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001480195,"threshold_uncertainty_score":0.004951715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643370881133292,"score_gpt":0.304808020935431,"score_spread":0.288374312124098,"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."}}