{"id":"W3013091569","doi":"10.1097/der.0000000000000568","title":"Nasal Colonization by Staphylococci and Severity of Atopic Dermatitis","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Staphylococcus aureus; Colonization; Immunoglobulin E; SCORAD; Staphylococcus; Dermatology; Anterior nares; Internal medicine; Immunology; Gastroenterology; Microbiology; Methicillin-resistant Staphylococcus aureus; Dermatology Life Quality Index; Antibody; Disease; Bacteria; 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":[0.0002598741,0.0002566881,0.0002961705,0.0003732197,0.0001882158,0.0003070605,0.00008791861,0.0001959635,0.002061794],"category_scores_gemma":[0.0009819097,0.0001034559,0.0002646647,0.0003240448,0.0001996606,0.000168812,0.0002042877,0.0002809991,0.0002090363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014936,"about_ca_system_score_gemma":0.00009045946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006877089,"about_ca_topic_score_gemma":0.0009302798,"domain_scores_codex":[0.999761,0.00005754123,0.00003600052,0.00005089166,0.0000652542,0.00002921843],"domain_scores_gemma":[0.999141,0.0001973684,0.0003745865,0.00002813979,0.00009890932,0.0001600949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003232507,0.00003457237,0.9949444,0.00002879094,0.00004826779,0.0001399404,0.00004420802,0.000026639,0.001789727,0.000004431774,0.00004036788,0.002575403],"study_design_scores_gemma":[0.000003342302,0.00015846,0.9987636,0.000005241991,0.00002223386,0.0007125193,0.00004098882,0.00005367538,0.000154196,0.000007545329,0.00007675683,0.000001426122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986348,0.0008500727,0.00004570853,0.00001328765,0.000004744735,0.000005129631,0.00006567988,0.000002911181,0.0003775927],"genre_scores_gemma":[0.9996482,0.0001589587,0.00005482846,0.000006554242,0.00000673041,0.000002013401,0.00004923287,6.195075e-7,0.0000729613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002061794,"threshold_uncertainty_score":0.00689733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009026013167720255,"score_gpt":0.2358922132083868,"score_spread":0.2268662000406666,"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."}}