{"id":"W4309696081","doi":"10.1016/j.clnesp.2022.09.454","title":"Prevention Of Muscle Atrophy And Myosteatosis By Polyunsaturated Fatty Acids","year":2023,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sarcopenia; Medicine; Skeletal muscle; Atrophy; Muscle atrophy; Cachexia; Internal medicine; Gerontology; Intensive care medicine; Cancer","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":[0.0003592329,0.0004583647,0.0004554159,0.000387671,0.0001941715,0.0002054348,0.0002455293,0.0007106104,0.002548686],"category_scores_gemma":[0.0003921936,0.0001086243,0.0003225281,0.000158501,0.0002007356,0.0001702397,0.0003365712,0.0006089601,0.0003690974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526738,"about_ca_system_score_gemma":0.0001884485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006109407,"about_ca_topic_score_gemma":0.0006977418,"domain_scores_codex":[0.9998753,0.00004461725,0.00001363353,0.00001724141,0.00002129186,0.00002793898],"domain_scores_gemma":[0.9998671,0.00002743596,0.00003307774,0.00001118272,0.00002131623,0.00003986746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.08489379,0.009160786,0.01632524,0.001881866,0.0007995027,0.00148449,0.0001358695,0.0007330816,0.3544607,0.002139419,0.003937734,0.5240476],"study_design_scores_gemma":[0.02683295,0.128586,0.3803835,0.002405284,0.002671224,0.009728643,0.0008277394,0.004665282,0.3307928,0.005264984,0.107748,0.00009358149],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486073,0.03558005,0.003805436,0.002138422,0.000361594,0.0001852745,0.000206747,0.0002694155,0.008845748],"genre_scores_gemma":[0.9789525,0.009157714,0.003008054,0.0005954403,0.0001584565,0.00007529396,0.000284662,0.00002770679,0.007740098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002548686,"threshold_uncertainty_score":0.008526206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637717156321704,"score_gpt":0.3357981945758473,"score_spread":0.3094210230126302,"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."}}