{"id":"W4367307246","doi":"10.1097/txd.0000000000001395","title":"Legislation and Policy Recommendations on Organ and Tissue Donation and Transplantation From an International Consensus Forum","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Translational Research in Oncology; Hôpital de l'Enfant-Jésus; Fulbright Canada; University of Ottawa","funders":"Canadian Blood Services","keywords":"Organ donation; Legislation; Medicine; Donation; Scope (computer science); Legislature; Best practice; Transplantation; Referral; Tissue Donation; Public relations; Political science; Engineering ethics; Law; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001980898,0.0002053368,0.0002053436,0.0006471319,0.0002074491,0.00009230727,0.00004209714,0.0001289285,0.00009190918],"category_scores_gemma":[0.00004035562,0.0002122028,0.00002280499,0.0003698299,0.00008355354,0.0004122577,0.000004591513,0.0001345104,0.00002651508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004289774,"about_ca_system_score_gemma":0.00005199663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003978529,"about_ca_topic_score_gemma":0.0005026883,"domain_scores_codex":[0.9986347,0.0001017004,0.000337236,0.0004432736,0.0002992592,0.0001838304],"domain_scores_gemma":[0.9992114,0.0003085766,0.00009712701,0.0001216961,0.00009865761,0.0001624854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005671019,0.0005789447,0.2085862,0.0008989769,0.0006459484,0.0003519341,0.04236325,0.000295288,0.1262257,0.02936886,0.001000719,0.5840132],"study_design_scores_gemma":[0.00524085,0.0003447639,0.9673413,0.0002138079,0.0002947664,0.0002372392,0.0005531567,0.003533947,0.0181636,0.00128597,0.00247132,0.000319289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730504,0.00004930449,0.00106653,0.02027579,0.0002364607,0.0005351017,0.0008289777,0.0003541285,0.003603282],"genre_scores_gemma":[0.9832034,0.007528378,0.001148735,0.0007562304,0.0001488312,0.00002927344,0.006891376,0.00003534038,0.0002585138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7587551,"threshold_uncertainty_score":0.8653378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235073807317106,"score_gpt":0.3283269015733025,"score_spread":0.3048195208415919,"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."}}