{"id":"W4297462842","doi":"10.1111/apa.16547","title":"Is the perfect screening of paediatric non‐alcoholic fatty liver disease still an unmet target?","year":2022,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Steatohepatitis; Fatty liver; Cirrhosis; Obesity; Alcoholic liver disease; Disease; Population; Pediatrics; Liver disease; Alcoholic hepatitis; Internal medicine; Intensive care medicine; Environmental health","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":[0.009057002,0.000576376,0.002393289,0.001106862,0.0009173811,0.002997545,0.002405128,0.004106515,0.01451456],"category_scores_gemma":[0.05421875,0.000411199,0.0008434633,0.001600307,0.002473578,0.007169628,0.00217526,0.007444767,0.003266909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003563941,"about_ca_system_score_gemma":0.009514497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336627,"about_ca_topic_score_gemma":0.01348886,"domain_scores_codex":[0.9933851,0.002787379,0.0006593291,0.0008153828,0.001670143,0.00068265],"domain_scores_gemma":[0.9595264,0.01822553,0.003321229,0.00104907,0.01099472,0.006882978],"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":[0.000508021,0.0001828398,0.02059237,0.007488911,0.0001756327,0.0009268693,0.0006689536,0.0003076774,0.0003309614,0.01264777,0.3651218,0.5910481],"study_design_scores_gemma":[0.0003363006,0.0008276237,0.07249761,0.06702809,0.0006539676,0.00543105,0.004637097,0.00122368,0.0006844599,0.03901708,0.8074295,0.0002335162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005115608,0.3315324,0.001398958,0.648284,0.007774648,0.00002647812,0.0008437039,0.000115359,0.0049089],"genre_scores_gemma":[0.1368723,0.6433505,0.009001832,0.1794168,0.02641758,0.0001706977,0.001976814,0.0002319544,0.002561503],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01451456,"threshold_uncertainty_score":0.04855603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542630911683446,"score_gpt":0.2639594790772106,"score_spread":0.2385331699603762,"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."}}