{"id":"W3089361150","doi":"10.1186/s12916-020-01713-8","title":"Non-alcoholic fatty liver disease (NAFLD) as a neglected metabolic companion of psychiatric disorders: common pathways and future approaches","year":2020,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council","keywords":"Medicine; Fatty liver; Steatohepatitis; Metabolic syndrome; Comorbidity; Population; Disease; Bioinformatics; Psychiatry; Internal medicine; Obesity; Environmental health; Biology","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":[0.0008673242,0.0007901083,0.001415456,0.00238511,0.000469843,0.00139861,0.0008353016,0.001283048,0.004507225],"category_scores_gemma":[0.001584534,0.0002209059,0.000858352,0.002142946,0.0005625327,0.001599052,0.0008888718,0.00200144,0.001083483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072475,"about_ca_system_score_gemma":0.003153877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124549,"about_ca_topic_score_gemma":0.004475793,"domain_scores_codex":[0.9996572,0.00009968314,0.00006203887,0.00005211194,0.00009534792,0.0000336079],"domain_scores_gemma":[0.999087,0.0005018313,0.0001207761,0.00001984894,0.0002120291,0.00005860789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001017047,0.00006501428,0.0004304427,0.05411373,0.0002838478,0.0003154924,0.0001956751,0.0003522897,0.0005321639,0.01000526,0.03387674,0.8997275],"study_design_scores_gemma":[0.00003232963,0.0001266788,0.00181451,0.04092397,0.000613826,0.003040758,0.0003648057,0.0002529382,0.0002157967,0.007750575,0.9448261,0.00003766963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007235138,0.9982141,0.00009153917,0.0008761714,0.0002127799,0.000003454237,0.00001120001,0.000005784383,0.0005125584],"genre_scores_gemma":[0.0007623881,0.9982882,0.0001737449,0.0003634787,0.000181772,0.000005184379,0.00002011086,0.000001146021,0.0002039143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004507225,"threshold_uncertainty_score":0.01507813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0771787083114697,"score_gpt":0.3109764127331544,"score_spread":0.2337977044216847,"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."}}