{"id":"W4254361488","doi":"10.1016/j.cgh.2020.11.031","title":"Reply","year":2020,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Mallinckrodt Pharmaceuticals","keywords":"Medicine; Confounding; Kidney disease; Internal medicine; Diabetes mellitus; Population; Hyperlipidemia; Endocrinology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005434111,0.001289177,0.002044396,0.001381599,0.009819854,0.009954204,0.003183623,0.1205391,0.02322025],"category_scores_gemma":[0.03771137,0.001404496,0.001981236,0.001055668,0.004037761,0.004718522,0.00468642,0.06290452,0.0178478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007556423,"about_ca_system_score_gemma":0.01196977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797932,"about_ca_topic_score_gemma":0.02787772,"domain_scores_codex":[0.9945636,0.000994112,0.0005664472,0.0008723389,0.00150513,0.001498338],"domain_scores_gemma":[0.9866585,0.004973397,0.0008883737,0.0004088782,0.00283372,0.004237165],"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":[0.00002536694,0.0000111015,0.000315739,0.00002784175,0.00001147307,0.0007942803,0.0001171992,0.00002467014,0.00005694725,0.001109817,0.9956131,0.001892519],"study_design_scores_gemma":[0.00009296774,0.00003483084,0.001197917,0.0002950187,0.00003833746,0.00113863,0.0007744716,0.0001887905,0.0001405716,0.005564705,0.9904402,0.00009351372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002277616,0.0008500386,0.00005658399,0.9586513,0.03608629,0.00001905715,0.00006630852,0.00002829803,0.004014357],"genre_scores_gemma":[0.0008620843,0.0002358854,0.00005360325,0.9786064,0.01071947,0.00002973852,0.00002056963,0.00001305797,0.009459201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9767798,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05633574244302498,"score_gpt":0.3402123459019258,"score_spread":0.2838766034589009,"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."}}