{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003053565,0.0007251591,0.0006151684,0.001523218,0.0001841454,0.000813757,0.0001902743,0.0007048626,0.0004767312],"category_scores_gemma":[0.0004056043,0.000193869,0.0003652303,0.000786309,0.0002661755,0.0003754891,0.0005119394,0.0005012151,0.0001558949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561226,"about_ca_system_score_gemma":0.0001908023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005451342,"about_ca_topic_score_gemma":0.000820961,"domain_scores_codex":[0.9997796,0.00003874653,0.00002241258,0.00007803246,0.00005197795,0.00002918742],"domain_scores_gemma":[0.9998444,0.00003002025,0.00005780543,0.00001050928,0.00003264671,0.00002457921],"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":[0.001908667,0.0001504339,0.0627244,0.0003773463,0.0002760266,0.000983155,0.0001391532,0.000359784,0.8869298,0.0002323564,0.0004783034,0.04544056],"study_design_scores_gemma":[0.0001396896,0.001983597,0.4265685,0.0002097769,0.0007231566,0.009531799,0.00065564,0.01468201,0.5296576,0.002399851,0.01332521,0.0001232308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675387,0.01765821,0.0105853,0.0004767522,0.00009476237,0.00008917633,0.001980061,0.0002122683,0.001364675],"genre_scores_gemma":[0.9774389,0.004981718,0.01465648,0.0005240649,0.00006638793,0.00006219214,0.001433534,0.0000313078,0.0008054896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523218,"threshold_uncertainty_score":0.001858294,"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."}}