{"id":"W2960157619","doi":"10.1096/fj.201900679r","title":"Hepatic PEMT activity mediates liver health, weight gain, and insulin resistance","year":2019,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Pennsylvania","keywords":"Endocrinology; Internal medicine; Insulin resistance; Nonalcoholic fatty liver disease; Steatosis; Fatty liver; Obesity; Overnutrition; Medicine; Biology; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0003212148,0.0001206587,0.000244303,0.00004531459,0.0001853038,0.0000367976,0.00006874739,0.00003029048,0.0004036871],"category_scores_gemma":[0.00003409066,0.00006749712,0.00008042197,0.00007109765,0.00005545602,0.00009453283,0.00002904063,0.0002378984,0.0001182704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189516,"about_ca_system_score_gemma":0.0001773476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005807749,"about_ca_topic_score_gemma":0.00003932533,"domain_scores_codex":[0.9990647,0.0001374656,0.0001604731,0.0001399233,0.0002759483,0.000221479],"domain_scores_gemma":[0.9991372,0.0001810118,0.0001414416,0.0002069676,0.00005774436,0.0002755827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002598306,0.002319008,0.9073238,0.0008077531,0.001327415,0.000991574,0.006192961,0.00001333238,0.003936538,0.0007428363,0.01654125,0.05720517],"study_design_scores_gemma":[0.00452318,0.0006034588,0.9819078,0.0005745231,0.000318959,0.0002799049,0.000221385,0.0003092138,0.008521503,0.0006412215,0.001926995,0.000171844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730121,0.01773811,0.000007869879,0.008104422,0.0001586921,0.0003156773,0.0000153275,0.0000140001,0.000633825],"genre_scores_gemma":[0.9854667,0.01247982,0.0000892524,0.001139666,0.0002070525,0.000007802009,0.000004153888,0.00001262535,0.0005929958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07458396,"threshold_uncertainty_score":0.4420091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371126434361683,"score_gpt":0.2540131158707252,"score_spread":0.2403018515271084,"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."}}