{"id":"W4367304509","doi":"10.1097/txd.0000000000001440","title":"Organ Donation Organization Architecture: Recommendations From an International Consensus Forum","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Translational Research in Oncology; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Medicine; Organ donation; Consensus conference; MEDLINE; Public relations; Law; Transplantation; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2739857,0.001982714,0.00181353,0.01160573,0.009339001,0.01715426,0.00936219,0.02782388,0.008916662],"category_scores_gemma":[0.2653041,0.001806581,0.004728032,0.008839343,0.00588096,0.01968769,0.01436942,0.02145042,0.003836833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0262985,"about_ca_system_score_gemma":0.1556678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03209313,"about_ca_topic_score_gemma":0.04051938,"domain_scores_codex":[0.8432415,0.09459247,0.02196877,0.004281559,0.02654066,0.009375082],"domain_scores_gemma":[0.6480898,0.1251759,0.01904302,0.01001878,0.1665571,0.03111541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009031918,0.0003964517,0.002868522,0.005654559,0.00009811387,0.0005548553,0.01695837,0.001873881,0.0005627807,0.05640416,0.7490553,0.1654828],"study_design_scores_gemma":[0.0001295304,0.00009856299,0.001939375,0.02566024,0.0001375183,0.000206555,0.02619522,0.001058723,0.0004145077,0.03323808,0.9107264,0.0001953514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00178183,0.01309085,0.0148347,0.9393028,0.01377591,0.00176117,0.0006105378,0.000288804,0.01455335],"genre_scores_gemma":[0.111743,0.0619779,0.3740755,0.3829994,0.009803076,0.01613232,0.007223328,0.0008814774,0.03516408],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2739857,"threshold_uncertainty_score":0.8953049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793564055855789,"score_gpt":0.292434647704324,"score_spread":0.2744990071457661,"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."}}