{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01607842,0.000338973,0.002504417,0.002235243,0.0002353375,0.0001065171,0.0007047667,0.0002133518,0.00004009566],"category_scores_gemma":[0.005496612,0.0002355441,0.000977137,0.005513784,0.0003440705,0.0004773792,0.0002333513,0.0009003064,0.00005923265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005159318,"about_ca_system_score_gemma":0.000308945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005750004,"about_ca_topic_score_gemma":0.0005622664,"domain_scores_codex":[0.9905853,0.004725161,0.002055203,0.0007673287,0.0009142602,0.0009527423],"domain_scores_gemma":[0.9945011,0.003335375,0.0004256217,0.0009063318,0.0003643227,0.0004672979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8791113,0.001033344,0.08617,0.0002315791,0.001777275,0.00004112942,0.01091289,0.0003194046,0.005978493,0.000227382,0.0001752218,0.01402199],"study_design_scores_gemma":[0.5186379,0.001232021,0.4218095,0.0001400335,0.001944958,0.00000242262,0.008519413,0.01954307,0.02652083,0.0005999405,0.0004430273,0.0006068859],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915718,0.002332614,0.0001112966,0.0008273773,0.001470705,0.003258989,0.0001729567,0.0001157458,0.0001384803],"genre_scores_gemma":[0.9958763,0.0006039576,0.001284499,0.0003193242,0.0008288247,0.0008318376,0.00015722,0.00005137632,0.00004664458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3604734,"threshold_uncertainty_score":0.960521,"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."}}