{"id":"W4285014959","doi":"10.1002/pmic.202100388","title":"Metabolomic profile of combined healthy lifestyle behaviours in humans: A systematic review","year":2022,"lang":"en","type":"review","venue":"PROTEOMICS","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Metabolomics; Medicine; Internal medicine; Bioinformatics; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014622,0.0005296486,0.004029964,0.0002581634,0.00008457658,0.000013257,0.0006847021,0.0002522979,0.00008723542],"category_scores_gemma":[0.0005980072,0.0004508824,0.0007058528,0.0004823149,0.00007192726,0.000003397241,0.0005016536,0.0004593258,0.000007859819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009764824,"about_ca_system_score_gemma":0.0004493958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000334268,"about_ca_topic_score_gemma":0.00002264739,"domain_scores_codex":[0.9962774,0.0006748196,0.001702595,0.0006706323,0.000262834,0.0004117555],"domain_scores_gemma":[0.9974307,0.00005407106,0.001396248,0.0009789258,0.00006158156,0.00007846753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002840052,0.0002524032,0.00001499932,0.9959874,0.0004041821,0.00000514002,0.00001500427,1.938678e-7,0.00007929733,0.0003287207,0.0005217329,0.0023626],"study_design_scores_gemma":[0.001227438,0.001521912,0.000009133824,0.2469794,0.006005976,0.00005607364,0.00005571995,0.000002171002,0.0002738379,0.00007473328,0.7422271,0.001566526],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002057707,0.9910019,0.00001742393,0.00002647811,0.0002037636,0.008050987,0.0003057898,0.00001205151,0.0001758327],"genre_scores_gemma":[0.00001321576,0.9926827,0.001039127,0.0001316413,0.00005856378,0.004863359,0.0008221965,0.00008917902,0.0003000165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7490079,"threshold_uncertainty_score":0.9997943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327371563776148,"score_gpt":0.3248211022736444,"score_spread":0.2920839458960295,"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."}}