{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003415219,0.0008155258,0.00109585,0.0005972251,0.0003326122,0.0000716368,0.0007832474,0.000424574,0.004663671],"category_scores_gemma":[0.000207849,0.0005697896,0.001305242,0.001042305,0.0001622508,0.0002021423,0.0004809392,0.001865006,0.00009297357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644045,"about_ca_system_score_gemma":0.0006410361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000564048,"about_ca_topic_score_gemma":0.000002004422,"domain_scores_codex":[0.9952743,0.000455841,0.0007158657,0.001172125,0.001511761,0.0008701082],"domain_scores_gemma":[0.9956898,0.0009761945,0.0006340136,0.001884494,0.0002143415,0.0006011454],"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":[0.0002771431,0.0008393677,0.1618766,0.0005857435,0.0008448393,0.001674959,0.0005330423,0.000009509773,0.000002644813,0.000002305073,0.8311397,0.002214035],"study_design_scores_gemma":[0.002036078,0.0009767535,0.2925116,0.00006466238,0.008740693,0.00002102792,0.00007061543,0.0003544387,0.0000233207,0.00002540379,0.6944869,0.0006885346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1762924,0.05492659,0.00005999886,0.7438871,0.001984485,0.008420321,0.01233079,0.0004550704,0.001643263],"genre_scores_gemma":[0.6421039,0.006842625,0.0005525685,0.334449,0.009354609,0.0008005732,0.004968746,0.0002639619,0.0006640896],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4658114,"threshold_uncertainty_score":0.9996753,"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."}}