{"id":"W2079486977","doi":"10.1136/bmj.b1670","title":"Adult liver transplantation: what non-specialists need to know","year":2009,"lang":"en","type":"review","venue":"BMJ","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Transplantation; Liver transplantation; Referral; Population; Liver disease; Intensive care medicine; Hepatocellular carcinoma; Internal medicine; Surgery; Family 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":[0.002899644,0.0007253457,0.001857072,0.002365432,0.001346478,0.004124611,0.001355858,0.007143148,0.04901148],"category_scores_gemma":[0.02082845,0.0005701312,0.001276627,0.002115387,0.001176606,0.01001896,0.001939256,0.006357932,0.01273858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001970773,"about_ca_system_score_gemma":0.005082952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003963093,"about_ca_topic_score_gemma":0.009054524,"domain_scores_codex":[0.9976041,0.0006772194,0.0005561864,0.0002171847,0.0006838189,0.0002615],"domain_scores_gemma":[0.9756405,0.009045103,0.002003686,0.0003676316,0.007645145,0.005297935],"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":[0.00008115652,0.0001114047,0.001873218,0.01097932,0.00005047492,0.0007665933,0.000493812,0.00007935686,0.00008887445,0.001167078,0.6536664,0.3306423],"study_design_scores_gemma":[0.00009584858,0.0001173493,0.008284603,0.08166787,0.0001029733,0.004262384,0.004131947,0.0001127219,0.00005346527,0.00780128,0.8932888,0.00008084487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001462647,0.4542296,0.0009568579,0.5012469,0.0268258,0.00009665931,0.000484502,0.000199422,0.01449776],"genre_scores_gemma":[0.01358102,0.7047221,0.003259268,0.2110209,0.05424916,0.0003435551,0.0009778317,0.0001083406,0.0117378],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04901148,"threshold_uncertainty_score":0.1639597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169083832083783,"score_gpt":0.3446947414376043,"score_spread":0.3130039031167664,"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."}}