{"id":"W4399564972","doi":"10.1016/j.hpb.2024.04.024","title":"Survival benefit of living donor availability in a large North American center","year":2024,"lang":"en","type":"article","venue":"HPB","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Center (category theory); Gerontology","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":[0.0004415812,0.0001706239,0.000258597,0.0003764327,0.00080575,0.00102799,0.0003527064,0.0003489908,0.002945441],"category_scores_gemma":[0.0009809877,0.0001143767,0.0002899496,0.0006137117,0.0004785112,0.0005900605,0.0007145501,0.0007693149,0.0001841684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004629,"about_ca_system_score_gemma":0.001270486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008783218,"about_ca_topic_score_gemma":0.02493993,"domain_scores_codex":[0.9997445,0.00009335293,0.000009119175,0.00004631355,0.00002803161,0.00007865229],"domain_scores_gemma":[0.9986187,0.0002190011,0.0002883405,0.00005999736,0.0000922484,0.0007216371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002296022,0.0009495637,0.9612305,0.00005997286,0.0002248336,0.001791386,0.0005428885,0.0009312394,0.002244971,0.0006591025,0.004966716,0.02410276],"study_design_scores_gemma":[0.0002019868,0.0007304272,0.9912239,0.00004844896,0.0001605641,0.001263553,0.002553499,0.001428642,0.0003019171,0.0006541581,0.001406349,0.00002652704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976537,0.0002402414,0.00007896666,0.0008004053,0.00002366771,0.000007041894,0.0001624242,0.000005626492,0.001027856],"genre_scores_gemma":[0.9991285,0.000134747,0.00006165709,0.0002284904,0.00004741654,0.000005868183,0.0001694582,0.000002530775,0.0002214447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008783218,"threshold_uncertainty_score":0.01746422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300553276389283,"score_gpt":0.2823933292348142,"score_spread":0.2693877964709214,"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."}}