{"id":"W2611948849","doi":"10.11575/prism/28099","title":"The Effects of Diet, Body Composition and Exercise on The Serum Metabolome in Health and Disease","year":2017,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Karolinska Institutet; Alberta Cancer Foundation","keywords":"Metabolome; Composition (language); Disease; Medicine; Physiology; Biology; Metabolomics; Bioinformatics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003930478,0.0003197101,0.0003932015,0.0005333226,0.0001816454,0.0005848979,0.0001076517,0.00032099,0.000688529],"category_scores_gemma":[0.0004557022,0.0001829802,0.00025072,0.0004616129,0.0002268755,0.0002505295,0.0003679461,0.0003061038,0.0001145428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935515,"about_ca_system_score_gemma":0.0001272824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007262854,"about_ca_topic_score_gemma":0.001174607,"domain_scores_codex":[0.9997819,0.00009960929,0.00001617416,0.00004529152,0.00002707386,0.00002993684],"domain_scores_gemma":[0.9996973,0.00007805834,0.00009978189,0.00003517644,0.00002620906,0.0000634821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009936859,0.0004504483,0.7633324,0.0004544343,0.001495502,0.0006047033,0.0002830814,0.0005786994,0.1461854,0.0003897449,0.0005459922,0.07574274],"study_design_scores_gemma":[0.000008709571,0.0003634221,0.9970649,0.00001145128,0.000078734,0.000159046,0.00004064697,0.0002087116,0.001482854,0.0001299199,0.0004459857,0.000005665626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764042,0.02012698,0.0008859596,0.0002231923,0.00004574424,0.00002037474,0.000496204,0.0000225619,0.00177466],"genre_scores_gemma":[0.9952089,0.003109982,0.0007092322,0.0001210122,0.00003054496,0.00001500679,0.0002830015,0.000006790246,0.0005154893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007262854,"threshold_uncertainty_score":0.002303362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591751160073608,"score_gpt":0.3338827260084971,"score_spread":0.317965214407761,"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."}}