{"id":"W2395296995","doi":"10.3390/nu8060324","title":"Association between Metabolite Profiles, Metabolic Syndrome and Obesity Status","year":2016,"lang":"en","type":"article","venue":"Nutrients","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Metabolite; Obesity; Metabolic syndrome; Medicine; Biology; Internal medicine; Endocrinology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001125745,0.0001256591,0.0003287781,0.00007076259,0.00005868051,0.00001644456,0.000031941,0.00006994235,0.00008500646],"category_scores_gemma":[0.00009292053,0.00007722656,0.0000715202,0.0001114393,0.00002051264,0.0001298271,0.00003803035,0.00004507152,0.0001389386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472901,"about_ca_system_score_gemma":0.00004455605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005000143,"about_ca_topic_score_gemma":7.580651e-7,"domain_scores_codex":[0.9989126,0.00004827111,0.0001610443,0.000249894,0.0003311218,0.0002970131],"domain_scores_gemma":[0.9992535,0.00008806626,0.00009208215,0.0001777357,0.00009064039,0.0002980232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002291753,0.0003399376,0.9920508,0.00002223507,0.0005827158,0.00002014952,0.00004266918,2.22207e-9,0.00007642983,0.0002469788,0.0005142553,0.00608094],"study_design_scores_gemma":[0.003337038,0.00009345532,0.9672762,0.00006485238,0.001125047,0.000003226716,0.000007267796,2.094573e-7,0.003061392,0.000257408,0.02468746,0.00008645443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952408,0.002851868,0.000008087736,0.0006205587,0.00008481427,0.00048109,0.0003738026,0.0000495587,0.0002893998],"genre_scores_gemma":[0.9964266,0.001830494,0.0001120804,0.0001077419,0.00008288987,0.00006243643,0.0000762686,0.00001361123,0.001287832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02477458,"threshold_uncertainty_score":0.3149208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123938849496365,"score_gpt":0.2502999721926095,"score_spread":0.237906087242973,"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."}}