{"id":"W2800283938","doi":"10.21037/amj.2018.04.07","title":"Liver transplant donation","year":2018,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; Donation; Transplantation; Surgery; Intensive care medicine; Disease; Limiting; Internal 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":[0.001059134,0.0002620599,0.0003646954,0.0007300621,0.00132282,0.001504036,0.0005540953,0.0004166058,0.119071],"category_scores_gemma":[0.002378542,0.0001258758,0.0004591523,0.0007456189,0.0002566134,0.000400919,0.00170676,0.0007420852,0.0339356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005902082,"about_ca_system_score_gemma":0.001715313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006148697,"about_ca_topic_score_gemma":0.00100106,"domain_scores_codex":[0.9992713,0.0001840502,0.0000805219,0.00007967006,0.0002292583,0.0001550659],"domain_scores_gemma":[0.9985008,0.0001043712,0.0000956912,0.0002699371,0.0004368246,0.0005923443],"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":[0.000468707,0.0006460056,0.02914588,0.000685302,0.00007183605,0.002300953,0.0002846164,0.0002513292,0.001051462,0.01362344,0.3450819,0.6063886],"study_design_scores_gemma":[0.0001330051,0.0004129027,0.02243097,0.0006097895,0.00003303623,0.00737092,0.0003893394,0.0001952627,0.0009002813,0.006695474,0.9608032,0.00002584373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06108653,0.0142145,0.01284602,0.009481579,0.00797488,0.001986875,0.01123292,0.001172907,0.8800038],"genre_scores_gemma":[0.5093101,0.01791536,0.01035278,0.01174233,0.004426574,0.001779663,0.02411593,0.0006591404,0.4196981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.119071,"threshold_uncertainty_score":0.398332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390336020776775,"score_gpt":0.2971714210361276,"score_spread":0.2832680608283599,"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."}}