{"id":"W4391757552","doi":"10.1016/s0140-6736(24)00204-6","title":"The EASL–Lancet Commission on liver health in Europe: prevention, case-finding, and early diagnosis to reduce liver-related mortality","year":2024,"lang":"en","type":"letter","venue":"The Lancet","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Norgine; Grifols; Syddansk Universitet; National Institute for Health and Care Research; Novo Nordisk; Medical Research Council; Danmarks Grundforskningsfond; University of Haifa; European Association for the Study of the Liver; Institut National Du Cancer; Institut National de la Santé et de la Recherche Médicale; National Research Foundation; University of Bath; NHS Health Scotland; Universitetet i Oslo; Gilead Sciences; Dr. Falk Pharma; Pfizer","keywords":"Medicine; Commission; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01224243,0.002328336,0.00357197,0.001461932,0.004022845,0.007615939,0.003159713,0.1147244,0.009166508],"category_scores_gemma":[0.06008715,0.001846893,0.003420277,0.00154259,0.00360839,0.005851788,0.002819152,0.06445394,0.01000991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007225358,"about_ca_system_score_gemma":0.01562314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051672,"about_ca_topic_score_gemma":0.04562748,"domain_scores_codex":[0.9857523,0.004283777,0.001999998,0.001297871,0.004259862,0.002406205],"domain_scores_gemma":[0.9724758,0.01439686,0.00239947,0.0008104895,0.003738331,0.006179026],"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":[0.0001689819,0.00006515179,0.0004007997,0.0001174612,0.0000440497,0.0003611708,0.00005257277,0.00004878155,0.0001536492,0.003564902,0.9881362,0.006886328],"study_design_scores_gemma":[0.000841208,0.0001618228,0.00336762,0.001377876,0.0001725194,0.0006233988,0.00029293,0.0006929418,0.0004357031,0.01477666,0.9770841,0.0001732677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002280358,0.003074659,0.0001385898,0.9415578,0.05014975,0.00003668351,0.0002528573,0.00003235163,0.004529226],"genre_scores_gemma":[0.001384259,0.001036088,0.0002906964,0.9524631,0.03578135,0.00007922807,0.00006111106,0.0000357962,0.008868461],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1147244,"threshold_uncertainty_score":0.06474489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08503478951167703,"score_gpt":0.3580138743982399,"score_spread":0.2729790848865629,"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."}}