{"id":"W2984445432","doi":"10.3390/metabo9110274","title":"Metabolomics Distinguishes DOCK8 Deficiency from Atopic Dermatitis: Towards a Biomarker Discovery","year":2019,"lang":"en","type":"article","venue":"Metabolites","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"King Faisal Specialist Hospital and Research Centre","keywords":"Atopic dermatitis; Immunology; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001379107,0.0002215145,0.0002934606,0.00004044842,0.00006752198,0.0001412106,0.0002765716,0.0001338297,0.0001057517],"category_scores_gemma":[0.0002154214,0.0001907282,0.0001976341,0.0001459467,0.00005957579,0.00001922311,0.0001613291,0.00007369911,0.00008194671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008625166,"about_ca_system_score_gemma":0.00006450527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002242694,"about_ca_topic_score_gemma":0.00002723524,"domain_scores_codex":[0.9987006,0.00007514859,0.0002546643,0.0004251877,0.0001688961,0.0003755277],"domain_scores_gemma":[0.9993241,0.00002667197,0.0001159497,0.0004005741,0.00006403217,0.00006863401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002668747,0.0003426269,0.5499507,0.00006914994,0.0005760386,0.000005078314,0.000242098,0.0000356382,0.4050882,0.003079304,0.005122336,0.03546207],"study_design_scores_gemma":[0.001277518,0.00006625839,0.550491,0.00002837507,0.000189689,0.000002134127,0.0004235017,0.0001308401,0.1125614,0.002214518,0.3319289,0.0006858531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711152,0.02093982,0.00023734,0.0001414459,0.0005050878,0.000164828,0.0002480016,0.00002879755,0.006619431],"genre_scores_gemma":[0.9958193,0.0005966345,0.000775988,0.0006325687,0.0001399202,0.00001951736,0.0004990962,0.00002844283,0.00148858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3268066,"threshold_uncertainty_score":0.7777672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006868906077423964,"score_gpt":0.2230131975005093,"score_spread":0.2161442914230854,"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."}}