{"id":"W3163814836","doi":"10.2139/ssrn.3805693","title":"Incentive-Compatible Triaging in Deceased Donor Transplantation","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Incentive; Transplantation; Business; Medicine; Surgery; Economics","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":[0.007620348,0.0001807625,0.0005905328,0.0004052522,0.0006102319,0.001401929,0.0008970906,0.0009222192,0.007160794],"category_scores_gemma":[0.02310325,0.0001720589,0.0004375802,0.0004897509,0.0003721902,0.001144401,0.001504549,0.001570293,0.0005328589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956921,"about_ca_system_score_gemma":0.002204455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004659189,"about_ca_topic_score_gemma":0.0007558582,"domain_scores_codex":[0.9949179,0.003764274,0.0003983018,0.0002462607,0.0003297357,0.000343608],"domain_scores_gemma":[0.9931443,0.003722046,0.001317595,0.000356766,0.000319351,0.001140075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007390776,0.005173571,0.147951,0.0007376083,0.0001674906,0.001918615,0.000898139,0.007588404,0.001329823,0.02930261,0.01772246,0.7798194],"study_design_scores_gemma":[0.004762661,0.02636654,0.4415805,0.00664303,0.0008891425,0.01551066,0.00756442,0.1287924,0.004669013,0.2767359,0.08611848,0.0003671848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930069,0.009076875,0.03219627,0.02720293,0.002937284,0.001106436,0.0004931734,0.00011518,0.0338649],"genre_scores_gemma":[0.9912041,0.001156691,0.005105966,0.0008024466,0.0004561347,0.0001808653,0.0001210376,0.000009674503,0.0009630998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007620348,"threshold_uncertainty_score":0.04030073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008843144002662211,"score_gpt":0.2611460611439791,"score_spread":0.2523029171413169,"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."}}