{"id":"W4388424680","doi":"10.3389/fanim.2023.1278966","title":"Health effects of ruminant trans fatty acids with emphasis on type 2 diabetes","year":2023,"lang":"en","type":"article","venue":"Frontiers in Animal Science","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Ruminant; Vaccenic acid; Type 2 diabetes; Food science; Fatty acid; Biotechnology; Diabetes mellitus; Biology; Observational study; Palmitoleic acid; Conjugated linoleic acid; Linoleic acid; Biochemistry; Medicine; Endocrinology; Internal medicine; Agronomy; Pasture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004804875,0.0002340546,0.000490555,0.0005248672,0.00009864732,0.0004869695,0.000169283,0.0004717337,0.001240718],"category_scores_gemma":[0.0006066004,0.00007423598,0.0003145147,0.0005452078,0.0002399333,0.0002778028,0.0003380226,0.0005343215,0.000197867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078839,"about_ca_system_score_gemma":0.0003161881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008323353,"about_ca_topic_score_gemma":0.001116764,"domain_scores_codex":[0.9998047,0.00007576747,0.00003116946,0.00003469241,0.00003747333,0.00001619743],"domain_scores_gemma":[0.9996421,0.000219014,0.00007357118,0.000008255513,0.00004467887,0.0000123582],"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":[0.001356535,0.0001368847,0.008448891,0.03171927,0.0005684571,0.00108541,0.0005247414,0.0003253202,0.01695066,0.004630878,0.008103755,0.9261491],"study_design_scores_gemma":[0.0001319142,0.0027758,0.1280583,0.02556715,0.002360722,0.01055625,0.001352776,0.0003861138,0.01156201,0.009824994,0.8073328,0.00009113125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006279139,0.9910066,0.0002956213,0.0008143467,0.0002479978,0.00000366228,0.00004821643,0.000004484865,0.001299944],"genre_scores_gemma":[0.03131092,0.9657754,0.0007066322,0.0008135299,0.0004753422,0.00001030565,0.00006686617,0.000002261128,0.0008387056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001240718,"threshold_uncertainty_score":0.004150629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574254108766591,"score_gpt":0.307740819071375,"score_spread":0.2919982779837091,"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."}}