{"id":"W3037363432","doi":"10.1016/j.jcmgh.2020.06.003","title":"Nature or Nurture? The Answer Is “Both” in Nonalcoholic Steatohepatitis","year":2020,"lang":"en","type":"letter","venue":"Cellular and Molecular Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Nonalcoholic fatty liver disease; Nonalcoholic steatohepatitis; Scopus; Medicine; Hepatology; Internal medicine; Chronic liver disease; Steatohepatitis; Gastroenterology; Fatty liver; Disease; Political science; MEDLINE; Cirrhosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004240997,0.0007144507,0.001602846,0.000925881,0.002697125,0.005350286,0.00111477,0.005254979,0.01529558],"category_scores_gemma":[0.01292185,0.0003001919,0.0009321132,0.001178935,0.01097883,0.01002801,0.003729003,0.007955403,0.004697108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884646,"about_ca_system_score_gemma":0.003962058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004682896,"about_ca_topic_score_gemma":0.005635858,"domain_scores_codex":[0.9966183,0.001914433,0.0001991484,0.0004541985,0.0005472283,0.0002667353],"domain_scores_gemma":[0.9939738,0.003718149,0.000463605,0.0003474713,0.0008155181,0.0006813802],"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":[0.0003031586,0.00006801222,0.003922983,0.003693061,0.0002020128,0.001349997,0.006898641,0.0000943933,0.0004427761,0.09354333,0.5408041,0.3486775],"study_design_scores_gemma":[0.00003136547,0.00007533555,0.001740282,0.00545249,0.0000933033,0.002186879,0.00723934,0.00005406056,0.000180936,0.06626839,0.9166173,0.00006025768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001753073,0.3747895,0.0008944369,0.5827717,0.026684,0.000007956201,0.0001511015,0.00004834443,0.01289997],"genre_scores_gemma":[0.06950893,0.5698811,0.001946279,0.3040683,0.03705097,0.00006275899,0.000219699,0.0001117182,0.01715022],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01529558,"threshold_uncertainty_score":0.05116874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009478764625029836,"score_gpt":0.2399815696660357,"score_spread":0.2305028050410059,"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."}}