{"id":"W4235754496","doi":"10.1136/annrheumdis-2021-eular.1154","title":"OP0221 TARGETED METABOLOMIC PROFILING AND PREDICTION OF CARDIOVASCULAR EVENTS: A PROSPECTIVE STUDY OF PATIENTS WITH PSORIATIC ARTHRITIS AND PSORIASIS","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo; Women's College Hospital","funders":"Novartis Pharma; Ministerio de Ciencia e Innovación; Arthritis Society; National Psoriasis Foundation","keywords":"Medicine; Proportional hazards model; Internal medicine; Psoriatic arthritis; Psoriasis; Prospective cohort study; Metabolite; Arthritis; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004446702,0.00058053,0.0007571457,0.0005784156,0.0007864082,0.001112005,0.0002918193,0.0007528841,0.001431098],"category_scores_gemma":[0.001269298,0.0004634307,0.0007806769,0.001049853,0.0003384494,0.0005866373,0.0005794758,0.001014608,0.0003363088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041642,"about_ca_system_score_gemma":0.0002610628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149401,"about_ca_topic_score_gemma":0.001524411,"domain_scores_codex":[0.9995636,0.0001196787,0.00004662792,0.000125181,0.00007151717,0.00007344357],"domain_scores_gemma":[0.9994259,0.0001135621,0.0001638831,0.00005789955,0.00005794601,0.0001808689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001536663,0.0002575433,0.9934628,0.00001718944,0.0002002355,0.0004369079,0.0001137768,0.00004482911,0.001696417,0.00002716913,0.00007464516,0.002131843],"study_design_scores_gemma":[0.00003712423,0.0004265633,0.9978421,0.000003297546,0.0001140358,0.0008783705,0.0001968443,0.0002262742,0.0000945576,0.00003839041,0.0001355201,0.000006924539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993729,0.0001851117,0.00008017872,0.00002346099,0.000005634678,0.000007538508,0.0001123819,0.000001839266,0.0002110918],"genre_scores_gemma":[0.999481,0.00007784031,0.00006280688,0.00003525721,0.00001380509,0.000006744453,0.0001575405,0.000001569364,0.0001634861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00149401,"threshold_uncertainty_score":0.004787505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100767863237504,"score_gpt":0.2230038568616552,"score_spread":0.2129270705379048,"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."}}