{"id":"W4229011224","doi":"10.20944/preprints202205.0024.v1","title":"Clusters of Hepatitis of Unknown Origin and Etiology (Acute Non HepA–E Hepatitis) Among Children in 2021/2022: A Review of the Current Findings","year":2022,"lang":"en","type":"review","venue":"Preprints.org","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Society of Clinical Microbiology and Infectious Diseases","keywords":"Medicine; Jaundice; Hepatitis A; Hepatitis; Etiology; Vomiting; Viral hepatitis; Internal medicine; Immunology","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":[0.001823108,0.0003540764,0.003278991,0.0003232957,0.00003698081,0.000001374525,0.0005498872,0.0001711383,0.001481217],"category_scores_gemma":[0.00155986,0.0002639134,0.0006658843,0.0005641033,0.000538262,0.00005038341,0.001291938,0.001275634,0.00001095021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217216,"about_ca_system_score_gemma":0.0003565437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203872,"about_ca_topic_score_gemma":0.0003259369,"domain_scores_codex":[0.9954476,0.001298346,0.001767788,0.0006548339,0.000386077,0.0004454078],"domain_scores_gemma":[0.9977635,0.0001654895,0.0009557984,0.000870672,0.0001030415,0.0001415028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000412658,0.0001162951,0.7901238,0.04732985,0.0002971635,0.00001296724,0.00004203038,3.286647e-7,0.00001047638,0.00001890891,0.0002955936,0.1617114],"study_design_scores_gemma":[0.0007620105,0.0004228081,0.6507306,0.1255243,0.0008217258,0.000158401,0.000003298696,0.00001136892,0.00001809544,0.0000243787,0.2213157,0.0002072525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1818386,0.8149146,0.000004230432,0.0002296764,0.0002121655,0.002326223,0.0002199977,0.000006094919,0.0002483913],"genre_scores_gemma":[0.01213054,0.9869277,0.00003012925,0.00008714932,0.0000441529,0.0003463339,0.0002735742,0.00003302315,0.0001273503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2210201,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09580369630611653,"score_gpt":0.4120304478603457,"score_spread":0.3162267515542292,"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."}}