{"id":"W4319303821","doi":"10.1097/lvt.0000000000000079","title":"Combined heart-liver transplantation practices survey in North America: Evaluation and organ listing practices","year":2023,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Liver transplantation; Transplantation; Liver biopsy; Listing (finance); Liver disease; General surgery; Internal medicine; Biopsy; Intensive care medicine; Surgery","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":[0.001135356,0.0001857702,0.0002501426,0.001104392,0.0006211204,0.0005551878,0.0004925756,0.0005767337,0.002160405],"category_scores_gemma":[0.00184077,0.0003132525,0.0002746822,0.001711461,0.0003200458,0.0007511274,0.0008879263,0.0007189583,0.0005790333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513944,"about_ca_system_score_gemma":0.00148872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06911927,"about_ca_topic_score_gemma":0.1250622,"domain_scores_codex":[0.9988971,0.0003584622,0.0001890951,0.0001619123,0.0002609495,0.0001325228],"domain_scores_gemma":[0.9957719,0.0006226348,0.001468954,0.0001621093,0.00105922,0.0009151054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002032799,0.0001351213,0.9934797,0.00004328253,0.00002434954,0.0000600632,0.000823435,0.00004689139,0.000237293,0.00002081533,0.002450814,0.002657765],"study_design_scores_gemma":[0.000006681329,0.00005221217,0.9971539,0.00001781137,0.000005673275,0.00007750215,0.001400953,0.0001386284,0.00004638102,0.00000995534,0.001085493,0.000004775573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856343,0.0002755215,0.0002620741,0.0009140527,0.00001439295,0.000207583,0.009857412,0.00002662264,0.002808091],"genre_scores_gemma":[0.9881924,0.0004516854,0.0009222078,0.001318241,0.000041612,0.0004584951,0.007438126,0.00001211252,0.001165049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06911927,"threshold_uncertainty_score":0.1374339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329465344548807,"score_gpt":0.397890562647451,"score_spread":0.2649440281925703,"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."}}