{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001031843,0.0001363812,0.0004016758,0.0001466757,0.001888442,0.000007877101,0.0002769256,0.0001847893,0.00001525732],"category_scores_gemma":[0.0003793443,0.0001008702,0.00005193727,0.00007107916,0.0001885276,0.00007113946,0.0000841486,0.0008135799,0.000005906601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000604481,"about_ca_system_score_gemma":0.0008359532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219284,"about_ca_topic_score_gemma":0.0002072332,"domain_scores_codex":[0.9981064,0.0007678697,0.000233327,0.000229278,0.0003026479,0.0003605351],"domain_scores_gemma":[0.9971879,0.001484201,0.0004735988,0.000375625,0.00008324768,0.0003954518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02128171,0.0006873914,0.09350771,0.07526559,0.0002268278,0.0001328061,0.0649758,1.968309e-7,0.0004792046,0.02237797,0.02065377,0.700411],"study_design_scores_gemma":[0.001423548,0.0003943268,0.9807451,0.005614639,0.00006426223,9.681881e-8,0.001827254,0.0006681253,0.00002004939,0.001833347,0.007259676,0.0001495216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804078,0.007812399,0.00004300034,0.006656284,0.0002934556,0.002358588,0.000006067788,0.0000135886,0.002408789],"genre_scores_gemma":[0.9364054,0.04478755,0.0001169281,0.0003554386,0.00003207542,0.00002034027,0.0001905986,0.0000338799,0.01805775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8872374,"threshold_uncertainty_score":0.999411,"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."}}