{"id":"W3172179412","doi":"10.3390/metabo11060375","title":"Metabolomics Studies in Psoriatic Disease: A Review","year":2021,"lang":"en","type":"review","venue":"Metabolites","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland; University Health Network","funders":"Krembil Foundation; University of Toronto; Pfizer","keywords":"Psoriatic arthritis; Psoriasis; Metabolomics; Medicine; Metabolome; Disease; Bioinformatics; Arthritis; MEDLINE; Computational biology; Internal medicine; Biology; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009577713,0.0008470075,0.004710897,0.0002760928,0.00008045699,0.00003913515,0.0005270583,0.000238767,0.00005593402],"category_scores_gemma":[0.002748486,0.0006623283,0.001245534,0.0009371046,0.0001590724,0.00000609787,0.0006546475,0.0003478331,0.00003500673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004674574,"about_ca_system_score_gemma":0.0004466489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003459239,"about_ca_topic_score_gemma":0.00001129231,"domain_scores_codex":[0.9960696,0.0006674685,0.00123263,0.00113258,0.0002901592,0.0006076343],"domain_scores_gemma":[0.9978197,0.0001219662,0.0005014538,0.001172915,0.0002116179,0.0001723684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001175216,0.0002741638,0.00003436213,0.1339689,0.0046747,0.0001054003,0.0000300458,7.492714e-7,0.00005190791,0.004884023,0.02067817,0.8352858],"study_design_scores_gemma":[0.0001844573,0.00002007291,0.000008576166,0.01844572,0.003717235,0.00001799863,0.00002349686,2.322862e-7,0.00002281381,0.0001131015,0.976812,0.0006342988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001516307,0.9975503,0.00001038464,0.00008000724,0.0009465886,0.0009779138,0.0001932457,0.00001819082,0.0002082123],"genre_scores_gemma":[0.000001863446,0.9947825,0.0009294621,0.0004172669,0.0006860705,0.0007137133,0.0007980442,0.0001009866,0.001570056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9561338,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09015734541660357,"score_gpt":0.4081502746087678,"score_spread":0.3179929291921642,"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."}}