{"id":"W1775316412","doi":"10.1111/j.1478-3231.2008.01854.x","title":"Deciding liver transplant candidacy: tools of the trade","year":2008,"lang":"en","type":"letter","venue":"Liver International","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Candidacy; Medicine; Immunosuppression; Liver transplantation; Liver disease; Transplantation; Intensive care medicine; Surgery; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05037936,0.001411637,0.001403963,0.007911778,0.005157406,0.02316158,0.00433939,0.006338504,0.02255776],"category_scores_gemma":[0.210164,0.0008433464,0.0008349515,0.004408455,0.0304082,0.02860579,0.01178251,0.01066495,0.003294659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006427007,"about_ca_system_score_gemma":0.009517153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182761,"about_ca_topic_score_gemma":0.004614504,"domain_scores_codex":[0.9680718,0.0216348,0.001205632,0.002214507,0.00592813,0.0009452184],"domain_scores_gemma":[0.8244877,0.1484143,0.00563996,0.004583371,0.0104943,0.006380273],"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":[0.0003811393,0.0002944411,0.02214954,0.0007367534,0.0001720318,0.0007393669,0.006886576,0.003222056,0.0001935797,0.3877041,0.09396689,0.4835535],"study_design_scores_gemma":[0.00004237442,0.000122228,0.002689763,0.002622158,0.00006753775,0.0009936901,0.008861112,0.005272469,0.0001919353,0.8766139,0.1024021,0.0001206559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02904077,0.1049535,0.1155206,0.5384819,0.007210818,0.0002465757,0.0005027058,0.0006987865,0.2033443],"genre_scores_gemma":[0.7894918,0.05098954,0.09576808,0.04472812,0.007846541,0.0003930342,0.0003014662,0.0005188661,0.009962564],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05037936,"threshold_uncertainty_score":0.2664347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519805884841436,"score_gpt":0.2601945636175328,"score_spread":0.2249965047691184,"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."}}