{"id":"W4401554275","doi":"10.1016/j.jnutbio.2024.109722","title":"Polyunsaturated fatty acids prevent myosteatosis and lipotoxicity","year":2024,"lang":"en","type":"article","venue":"The Journal of Nutritional Biochemistry","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Société Française de Nutrition Entérale et Parentérale; Société Francophone Nutrition Clinique et Métabolisme","keywords":"Lipotoxicity; Docosahexaenoic acid; Polyunsaturated fatty acid; Eicosapentaenoic acid; Internal medicine; Arachidonic acid; Endocrinology; Insulin; Diacylglycerol kinase; Fatty acid; Biochemistry; Biology; Chemistry; Insulin resistance; Medicine; Signal transduction","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":[0.0002286769,0.0005563097,0.0006816361,0.0006257333,0.0003012846,0.0003285755,0.0003671316,0.0007777772,0.003929559],"category_scores_gemma":[0.0004109167,0.0002324411,0.0002909267,0.0002197207,0.0004323833,0.0003507891,0.000496372,0.0009356942,0.0005047072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567655,"about_ca_system_score_gemma":0.0004254151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009216663,"about_ca_topic_score_gemma":0.0011774,"domain_scores_codex":[0.9998845,0.00002888369,0.00001873828,0.00001586855,0.00001876276,0.00003327454],"domain_scores_gemma":[0.9996181,0.00005243518,0.00007805981,0.00004905034,0.00004356549,0.000158803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.09638109,0.00408834,0.002868715,0.0004552279,0.0002288774,0.0004478321,0.0001190131,0.0004333761,0.8512752,0.00100541,0.0007100565,0.04198691],"study_design_scores_gemma":[0.01178376,0.04877444,0.02935713,0.0001859293,0.0006468039,0.0009026296,0.0003854541,0.00150907,0.8899313,0.00174029,0.01473978,0.0000433985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937809,0.002404852,0.001222908,0.0002854923,0.0001765239,0.00005694728,0.0001949216,0.0002084074,0.001669048],"genre_scores_gemma":[0.9924825,0.001110966,0.0009521317,0.0001641201,0.00006350069,0.00004243585,0.0002931849,0.00003507075,0.004856024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003929559,"threshold_uncertainty_score":0.01314569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007228025309685597,"score_gpt":0.2390017424102814,"score_spread":0.2317737171005958,"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."}}