{"id":"W2271931688","doi":"10.1002/hep.27505","title":"Poster Session 1: Infections and Acute on Chronic Liver Failure","year":2014,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre Hospitalier Universitaire de Poitiers; University of Alberta; Aristotle University of Thessaloniki; Chang Gung Medical Foundation; University of Louisville","keywords":"Medicine; Liver failure; Session (web analytics); Intensive care medicine; Internal medicine; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002212154,0.00005987088,0.0001030959,0.00005687533,0.00004975364,0.000004006617,0.00001260951,0.00007157996,0.000154096],"category_scores_gemma":[0.000002598415,0.00004681743,0.00002424249,0.00003475774,0.00003277389,0.00003964104,0.000007010545,0.00008061667,0.0001700996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001820437,"about_ca_system_score_gemma":0.00002862418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000238408,"about_ca_topic_score_gemma":0.00007958267,"domain_scores_codex":[0.9996362,0.00003698369,0.00006079485,0.0001249959,0.00004541081,0.0000956675],"domain_scores_gemma":[0.9997701,0.00003951226,0.00001634083,0.00009069397,0.00001983785,0.00006350478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003092625,0.0001768865,0.9819477,0.0002970203,0.0003130659,0.0002214018,0.0004910466,6.739405e-7,0.004609841,0.003393201,0.001804846,0.00643512],"study_design_scores_gemma":[0.008161634,0.005567776,0.9332846,0.0004260552,0.002967783,0.002679473,0.00003757709,0.00381085,0.0144402,0.0006905455,0.02752432,0.000409157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958738,0.0001082665,0.0002483453,0.001071228,0.00008935497,0.0001073345,0.00000525293,0.00003616278,0.002460263],"genre_scores_gemma":[0.9985608,0.0002600739,0.00002704904,0.000859247,0.00008369672,0.000008521361,0.00004594522,0.000006366973,0.0001482558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04866301,"threshold_uncertainty_score":0.2186343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008043375400789417,"score_gpt":0.251232844930614,"score_spread":0.2431894695298246,"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."}}