{"id":"W2473505470","doi":"","title":"Decompensated Liver Disease: Liver Transplantation is the Best Option, Not the Last Option","year":2016,"lang":"en","type":"article","venue":"","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Immunosuppression; Liver transplantation; Hepatocellular carcinoma; Liver disease; Transplantation; Cirrhosis; Surgery; Internal medicine; Gastroenterology","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":[0.001140985,0.0002802342,0.0008318999,0.0004555093,0.001340273,0.002399164,0.0004079029,0.001952528,0.01406689],"category_scores_gemma":[0.003140884,0.00008406688,0.000274941,0.0003715737,0.001324518,0.002049309,0.001080586,0.003081093,0.003434254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006613116,"about_ca_system_score_gemma":0.001894615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006600328,"about_ca_topic_score_gemma":0.002073985,"domain_scores_codex":[0.9992409,0.0002564903,0.00007627908,0.0000844537,0.0002186081,0.0001233392],"domain_scores_gemma":[0.9983808,0.0003094988,0.0003134734,0.00005868594,0.0002269474,0.0007105488],"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":[0.0005564999,0.0003567997,0.02992325,0.003098375,0.0001945033,0.008008624,0.0007009397,0.0002518445,0.002692531,0.02950382,0.2776839,0.647029],"study_design_scores_gemma":[0.0002204981,0.0008379089,0.03520051,0.01187333,0.0002463241,0.07141512,0.004898997,0.0005079744,0.001561308,0.08633966,0.7867243,0.0001739903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04406034,0.1850171,0.00503885,0.6392372,0.02221368,0.00005300281,0.0004082753,0.0002015878,0.1037699],"genre_scores_gemma":[0.5998739,0.1505085,0.008647472,0.1581167,0.03819783,0.00006929241,0.0005845492,0.0001262335,0.04387553],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01406689,"threshold_uncertainty_score":0.04705846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087369404587076,"score_gpt":0.2718384968721498,"score_spread":0.250964802826279,"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."}}