{"id":"W4413040382","doi":"10.1097/sla.0000000000006895","title":"Over 30 Years of Living Liver Donation in North America","year":2025,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Donation; Cause of death; Liver transplantation; Surgery; Incidence (geometry); Organ donation; Hepatectomy; Transplantation; Internal medicine","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":[0.0003691843,0.0001260136,0.0001193779,0.0007381489,0.0005256991,0.000447563,0.0002368002,0.0002257476,0.002302701],"category_scores_gemma":[0.0009880601,0.00008814753,0.0001776437,0.000824684,0.0002567938,0.0004248801,0.0004762809,0.0003684612,0.0002241313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004951969,"about_ca_system_score_gemma":0.0006486267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541284,"about_ca_topic_score_gemma":0.03193139,"domain_scores_codex":[0.9997068,0.00006535274,0.00002882991,0.00005791898,0.00007290534,0.00006809258],"domain_scores_gemma":[0.9990602,0.00008252301,0.0004986904,0.00002889959,0.0001393629,0.0001904073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001927018,0.00002184593,0.9902073,0.00003666947,0.00002419335,0.0003222567,0.0003429984,0.00003438506,0.00009358298,0.00009212657,0.001366183,0.007439192],"study_design_scores_gemma":[0.000002420424,0.00002599051,0.9940726,0.00007679912,0.00001688981,0.001481759,0.001389121,0.00007433021,0.0000273884,0.00008898282,0.002738738,0.000004991857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876395,0.00462393,0.0001592759,0.0008891391,0.00006957802,0.00002150218,0.001283971,0.00001788899,0.005295343],"genre_scores_gemma":[0.996366,0.001992314,0.00008233862,0.0003372974,0.00005600502,0.00001223227,0.0006560839,0.000002437671,0.0004951843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541284,"threshold_uncertainty_score":0.0505299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08172202504795817,"score_gpt":0.3366626716480593,"score_spread":0.2549406466001011,"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."}}