{"id":"W3214198091","doi":"10.1093/jn/nxab388","title":"Body Composition and Metabolomics in the Alberta Physical Activity and Breast Cancer Prevention Trial","year":2021,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; University of British Columbia; Alberta Health Services","funders":"Intramural Research Program; Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Canada Research Chairs; Canadian Cancer Society; Michael Smith Health Research BC; Canadian Breast Cancer Research Alliance","keywords":"Breast cancer; Composition (language); Medicine; Metabolomics; Physical activity; Internal medicine; Oncology; Cancer; Physiology; Biology; Bioinformatics; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004273375,0.0005271138,0.001123894,0.0002598069,0.0005685913,0.0008710668,0.0006327327,0.0008563906,0.001558595],"category_scores_gemma":[0.004937111,0.0002788002,0.0007871122,0.0009019781,0.0005011597,0.0003110796,0.0005494723,0.00116108,0.000161084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274894,"about_ca_system_score_gemma":0.003847283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03364275,"about_ca_topic_score_gemma":0.05593728,"domain_scores_codex":[0.9977401,0.001544841,0.00005520068,0.0001717853,0.000305403,0.0001825771],"domain_scores_gemma":[0.9985416,0.0004206523,0.0003849586,0.0001523648,0.0001755181,0.000324921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6154972,0.00388614,0.3112223,0.0007704379,0.006180199,0.0001638462,0.0001803218,0.002033412,0.001628262,0.0007951641,0.007293602,0.05034906],"study_design_scores_gemma":[0.07461673,0.01398952,0.8920627,0.0002524688,0.00768661,0.0001524165,0.0001296027,0.003552067,0.0005788595,0.00152535,0.005386815,0.00006670531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866941,0.006463018,0.0002911077,0.001326572,0.00009939131,0.0004443831,0.001508719,0.00003137721,0.003141206],"genre_scores_gemma":[0.9936341,0.001322399,0.0006677511,0.0006633857,0.0001057119,0.0004227499,0.002139528,0.000007866736,0.001036563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9663572,"threshold_uncertainty_score":0.06689388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160676909499351,"score_gpt":0.2888578468810587,"score_spread":0.2772510777860652,"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."}}