{"id":"W157258055","doi":"","title":"Utility of MELD and Child-Turcotte-Pugh scores and the Canadian waitlisting algorithm in predicting short-term survival after liver transplant.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Medicine; Liver transplantation; Gynecology; Transplantation; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002736679,0.0004400692,0.0002594223,0.001081567,0.0003327308,0.0007483573,0.0004812197,0.0003043982,0.0008168474],"category_scores_gemma":[0.007964508,0.0001297217,0.0003561309,0.0007530334,0.0003648234,0.0004579956,0.0005248497,0.0004987312,0.0001422782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131704,"about_ca_system_score_gemma":0.002937402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1435455,"about_ca_topic_score_gemma":0.2002474,"domain_scores_codex":[0.9989288,0.0002871157,0.00009363121,0.0001097941,0.0004109034,0.0001697388],"domain_scores_gemma":[0.9967453,0.0009054206,0.0007874225,0.0001023391,0.0006645116,0.000794836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003268577,0.00001162933,0.9954454,0.000005806167,0.00004291617,0.00001593888,0.00001609584,0.0001911194,0.00005829562,0.0000208202,0.0001356616,0.003729529],"study_design_scores_gemma":[0.00003348341,0.0002730852,0.9900686,0.00001651424,0.00009071197,0.0002157795,0.00009285269,0.008590092,0.0001762856,0.00005954996,0.000371539,0.00001141841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974959,0.00077059,0.0003676765,0.000150857,0.00001366527,0.00001753392,0.0004183451,0.0000102162,0.0007551988],"genre_scores_gemma":[0.9987,0.0001190304,0.0004881683,0.00001878736,0.00001146227,0.000006597443,0.0005472624,0.000002396917,0.0001063632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978683,"threshold_uncertainty_score":0.2854199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564296330563,"score_gpt":0.2208035409312442,"score_spread":0.2051605776256142,"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."}}