{"id":"W4387576629","doi":"10.3390/metabo13101071","title":"Urinary Metabolite Profiling to Non-Invasively Monitor the Omega-3 Index: An Exploratory Secondary Analysis of a Randomized Clinical Trial in Young Adults","year":2023,"lang":"en","type":"article","venue":"Metabolites","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Eicosapentaenoic acid; Docosahexaenoic acid; Urinary system; Urine; Randomized controlled trial; Metabolite; Placebo; Medicine; Biomarker; Internal medicine; Gastroenterology; Area under the curve; Chemistry; Polyunsaturated fatty acid; Fatty acid; Biochemistry; Pathology","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":[0.00636747,0.001416921,0.00335905,0.0003854855,0.0004055222,0.001076201,0.0004825152,0.001490594,0.002249659],"category_scores_gemma":[0.004750382,0.0005317602,0.00331461,0.000525416,0.0007107842,0.0008203795,0.0005500845,0.001635853,0.0003507187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005216562,"about_ca_system_score_gemma":0.001103724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003451841,"about_ca_topic_score_gemma":0.0008904045,"domain_scores_codex":[0.9972584,0.001709937,0.0002366426,0.0003503493,0.000198427,0.0002461888],"domain_scores_gemma":[0.9969769,0.000806579,0.001018255,0.0003237547,0.00036996,0.0005045854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9574177,0.004499197,0.007235791,0.001010705,0.005993678,0.00005779445,0.00007104955,0.0002034031,0.006488905,0.00007893352,0.0003626241,0.01658011],"study_design_scores_gemma":[0.5496112,0.3851712,0.04684601,0.0001614874,0.01080386,0.0001174673,0.00008353055,0.001315415,0.00341928,0.0004027644,0.002013397,0.00005449227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814659,0.007784689,0.002160788,0.0004318929,0.0004230205,0.005757787,0.001048562,0.00008510402,0.0008421419],"genre_scores_gemma":[0.9873697,0.00166084,0.002994345,0.000678112,0.0003434853,0.005438628,0.0007152314,0.00002002282,0.0007797276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00636747,"threshold_uncertainty_score":0.03367484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05563099726131191,"score_gpt":0.384510642768881,"score_spread":0.328879645507569,"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."}}