{"id":"W2103196465","doi":"10.1111/ajt.13232","title":"Living and Deceased Organ Donation Should Be Financially Neutral Acts","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Organ donation; Economic shortage; Donation; Medicine; Incentive; Kidney donation; Argument (complex analysis); Waiting list; Transplantation; Finance; Kidney transplantation; Business; Surgery; Economics; Economic growth; Internal medicine; Market economy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037133,0.0001122557,0.0002393757,0.0002433979,0.00004359565,0.00002666936,0.00004765702,0.00004141234,0.00001618374],"category_scores_gemma":[0.00006123869,0.0001002431,0.00005347669,0.0002608655,0.00008445734,0.0003367694,0.000001914487,0.0001674171,0.000002716386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000563798,"about_ca_system_score_gemma":0.0002573223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003820121,"about_ca_topic_score_gemma":0.00006030362,"domain_scores_codex":[0.9989761,0.0000768932,0.0003589462,0.0001097759,0.0003512355,0.0001270919],"domain_scores_gemma":[0.9989827,0.0001207604,0.0002885052,0.00005692718,0.0003237191,0.0002273525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01387437,0.001433586,0.4944241,0.001026322,0.0007920641,0.001757334,0.08771746,0.001228944,0.1675664,0.005464713,0.0009777194,0.223737],"study_design_scores_gemma":[0.005826118,0.002933265,0.9597834,0.0005204376,0.0009030981,0.003539935,0.002206537,0.0003308537,0.02275497,0.0002016142,0.0007010027,0.0002987129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804707,0.00006712607,0.01585323,0.002911795,0.0001539429,0.0001092186,0.00001086164,0.00002258428,0.0004005821],"genre_scores_gemma":[0.9931597,0.0005175862,0.005175085,0.0009212722,0.0001518872,0.000001107487,0.00003523449,0.00001719673,0.00002097063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4653594,"threshold_uncertainty_score":0.4087797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03541813025917671,"score_gpt":0.2944284553440443,"score_spread":0.2590103250848675,"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."}}