{"id":"W3081839597","doi":"10.1097/01.tp.0000699612.60322.ad","title":"OPTIMIZING SOLID ORGAN DONATION IN THE UNITED ARAB EMIRATES: LAUNCHING DONATION AFTER DEATH PROGRAMS","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Donation; Organ donation; Medicine; Transplantation; Kidney donation; Surgery; Family medicine; Kidney transplantation; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003795244,0.0003196068,0.0002038572,0.001076608,0.0009064888,0.001638694,0.0007209092,0.000752948,0.002980608],"category_scores_gemma":[0.006264495,0.0001341042,0.0002848678,0.0009708332,0.0007455539,0.001500974,0.001510069,0.0009531031,0.0002567941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233915,"about_ca_system_score_gemma":0.009190172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006388503,"about_ca_topic_score_gemma":0.01091891,"domain_scores_codex":[0.9986306,0.0007888588,0.00008234323,0.00004802634,0.0002694839,0.0001806165],"domain_scores_gemma":[0.99655,0.001118622,0.0008065432,0.0000592785,0.0009276901,0.0005378811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002339929,0.001181129,0.1176743,0.02598479,0.0001889234,0.00194411,0.01383021,0.0008502473,0.002292611,0.01390679,0.02580563,0.7961072],"study_design_scores_gemma":[0.0001838551,0.001327986,0.3221202,0.05129591,0.0005160008,0.003425099,0.1077708,0.0009354356,0.002864741,0.006960313,0.5024771,0.0001225875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5558599,0.2830241,0.002576225,0.09245615,0.001472746,0.0007082678,0.0006630624,0.0001239255,0.06311563],"genre_scores_gemma":[0.8261747,0.1531378,0.007245063,0.009708413,0.0005224054,0.0002569304,0.0003678238,0.00001404791,0.002572791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006388503,"threshold_uncertainty_score":0.02007139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03532348473113538,"score_gpt":0.2837800078326929,"score_spread":0.2484565231015575,"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."}}