{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002041744,0.0000926058,0.0002495757,0.00002885549,0.00005046935,0.00001029286,0.00004504776,0.00007902288,0.0002200385],"category_scores_gemma":[0.0000983018,0.00009384548,0.0000376999,0.0001260184,0.0001123625,0.0001114838,0.00003222233,0.00007832607,0.0000225212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008266495,"about_ca_system_score_gemma":0.00004145762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001920569,"about_ca_topic_score_gemma":0.000004694117,"domain_scores_codex":[0.999355,0.00004630087,0.000224929,0.0001289515,0.0001279142,0.0001169427],"domain_scores_gemma":[0.9995643,0.00004221081,0.00007434556,0.00009990259,0.00006413938,0.0001550664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005692897,0.00005836805,0.6329058,0.000568415,0.00005416335,0.00007704156,0.000690111,7.167922e-7,0.0001923583,0.0002011097,0.3637351,0.001511157],"study_design_scores_gemma":[0.00109164,0.00005255205,0.9525529,0.00005541378,0.00006518624,0.000150102,0.00008961315,0.0007835837,0.007111829,0.0001624986,0.03778139,0.0001033304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819192,0.001595259,0.0008778697,0.01260329,0.00005259717,0.0002591039,0.0001361179,0.0000677597,0.002488779],"genre_scores_gemma":[0.9857907,0.0002186139,0.0003073912,0.01346763,0.00002540331,0.00001019921,0.0001297652,0.000009486651,0.0000408093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259537,"threshold_uncertainty_score":0.3826908,"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."}}