{"id":"W1613254295","doi":"10.1111/j.1478-3231.2008.01816.x","title":"Preventative hepatology: minimising symptoms and optimising care","year":2008,"lang":"en","type":"review","venue":"Liver International","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Hepatology; Medicine; Internal medicine; Intensive care medicine","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":[0.001096372,0.00082819,0.001513415,0.001419073,0.0002829511,0.001156815,0.0008546892,0.001570142,0.002361008],"category_scores_gemma":[0.001456831,0.0002448082,0.0003454842,0.001240704,0.0006677725,0.001470623,0.0006031587,0.001977607,0.001477602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000746763,"about_ca_system_score_gemma":0.001507448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118709,"about_ca_topic_score_gemma":0.002372344,"domain_scores_codex":[0.9994587,0.0002154189,0.00006528134,0.00003637757,0.0001948582,0.00002935854],"domain_scores_gemma":[0.999454,0.000300523,0.00009553139,0.0000155556,0.00009475841,0.00003970763],"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":[0.00005437843,0.00009771897,0.0003031224,0.01884544,0.0001082041,0.0002969526,0.0001527812,0.0003912996,0.001017056,0.003761231,0.02879664,0.9461752],"study_design_scores_gemma":[0.00007527203,0.0002187626,0.00520804,0.02489743,0.0001710469,0.004988585,0.0004620615,0.0002465094,0.0005669768,0.006968905,0.9561616,0.00003487066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000222871,0.9949723,0.0004006034,0.001784488,0.0003458372,0.00001204975,0.000007388799,0.00001637411,0.00223796],"genre_scores_gemma":[0.001521012,0.9959075,0.001078574,0.0005822965,0.000308001,0.00001472596,0.00001210544,0.000001603492,0.0005741165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002361008,"threshold_uncertainty_score":0.007898331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468240891974817,"score_gpt":0.369914286271002,"score_spread":0.3230901970735203,"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."}}