{"id":"W2771415592","doi":"10.1097/00007890-201407151-00232","title":"Are We Too Selective? Access To, and the Survival Benefit of Repeat Transplantation.","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transplantation; Medicine; 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":[0.003513668,0.00007070943,0.0002389084,0.0004549098,0.0003508317,0.000884418,0.0003175151,0.0008166957,0.002576232],"category_scores_gemma":[0.0182988,0.00007582598,0.000380005,0.0005107455,0.001127211,0.001175209,0.0006198369,0.0009785603,0.0001772822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502921,"about_ca_system_score_gemma":0.0009004947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189354,"about_ca_topic_score_gemma":0.006004871,"domain_scores_codex":[0.9987572,0.0005740477,0.00006197988,0.000144111,0.0002057373,0.0002567865],"domain_scores_gemma":[0.9893715,0.003464984,0.003940893,0.0004402593,0.0004202176,0.002362105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007543179,0.00007324062,0.9371087,0.00005763912,0.0002180142,0.0005434519,0.0005412549,0.0002440828,0.0002467366,0.00183595,0.002650508,0.05572608],"study_design_scores_gemma":[0.0001241849,0.0007405385,0.9748332,0.0003110019,0.0003496015,0.00421554,0.0026998,0.001206419,0.0002932496,0.008782052,0.006410135,0.00003445097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968416,0.004748943,0.0004426424,0.02184148,0.0001288116,0.000008759957,0.0002363381,0.00001341,0.004163762],"genre_scores_gemma":[0.9972319,0.0006554369,0.0001133329,0.001586477,0.0002039312,0.000002714547,0.00004446751,0.000002603597,0.0001593119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003513668,"threshold_uncertainty_score":0.01858222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322515875571393,"score_gpt":0.3112340557311156,"score_spread":0.2780088969754017,"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."}}