{"id":"W2177414021","doi":"10.1017/s0954422415000128","title":"Murine models provide insight to the development of non-alcoholic fatty liver disease","year":2015,"lang":"en","type":"article","venue":"Nutrition Research Reviews","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Fatty liver; Steatohepatitis; Context (archaeology); Insulin resistance; Metabolic syndrome; Cirrhosis; Medicine; Disease; Obesity; Bioinformatics; Liver disease; Alcoholic liver disease; Hepatocellular carcinoma; Internal medicine; Biology","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":[0.001391557,0.0001471754,0.0003728149,0.0001963985,0.0001223099,0.00002807823,0.0001872221,0.00003421116,0.00008144031],"category_scores_gemma":[0.0003579748,0.00008458928,0.0001424839,0.0005244983,0.00006996649,0.0001201558,0.0001514696,0.0001675232,0.0005800743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589512,"about_ca_system_score_gemma":0.0005528541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005718862,"about_ca_topic_score_gemma":0.00004192105,"domain_scores_codex":[0.9976528,0.0003093111,0.0004679221,0.0003136451,0.0009363142,0.0003200601],"domain_scores_gemma":[0.9977175,0.00008266883,0.00006569364,0.0005668329,0.0006821267,0.0008851508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002878923,0.02313735,0.02368923,0.01273858,0.0004715489,0.0004237604,0.01065066,0.00004192347,0.0008733781,0.001736086,0.4970209,0.4263377],"study_design_scores_gemma":[0.002808111,0.0004183114,0.04974119,0.002931067,0.0001243672,0.000003528626,0.0001294772,0.0004879521,0.002840291,0.0002932195,0.9400678,0.0001546436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6598505,0.2607545,0.001888364,0.0291157,0.0002107892,0.03751188,0.0001667737,0.00009843303,0.01040305],"genre_scores_gemma":[0.9545625,0.02693635,0.008789754,0.0009217327,0.0003124035,0.0075944,0.0001906298,0.00003333935,0.0006588236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.443047,"threshold_uncertainty_score":0.7455875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.356616516466509,"score_gpt":0.4401629703647386,"score_spread":0.08354645389822951,"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."}}