{"id":"W7125379504","doi":"10.1093/bjs/znaf293","title":"Performance indicators for organ donation and transplantation programmes in Europe: modified Delphi consensus study","year":2025,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Benchmarking; Delphi method; Organ donation; Delphi; Transplantation; Organ transplantation; Set (abstract data type)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2242301,0.001422343,0.001620303,0.01049161,0.002724416,0.003490758,0.002461337,0.002870592,0.002361185],"category_scores_gemma":[0.1634134,0.000837336,0.002376086,0.007719717,0.003781933,0.004594121,0.01108031,0.002087078,0.0002861144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01202658,"about_ca_system_score_gemma":0.02401286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002895241,"about_ca_topic_score_gemma":0.00262031,"domain_scores_codex":[0.7745402,0.1847223,0.01822267,0.003288074,0.01249693,0.006729905],"domain_scores_gemma":[0.8579376,0.09500456,0.008615443,0.004048264,0.03181502,0.002579165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001497342,0.001266742,0.056885,0.01641891,0.0007787604,0.001548751,0.4026637,0.01253796,0.003310913,0.03364569,0.008961153,0.4604851],"study_design_scores_gemma":[0.0008398561,0.004700357,0.1414346,0.0217216,0.0006829209,0.001670952,0.676138,0.03274476,0.00739362,0.03414568,0.07775407,0.0007735103],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883768,0.003553396,0.05889137,0.005496409,0.0002959025,0.0270767,0.0008185912,0.0000782862,0.02002135],"genre_scores_gemma":[0.9186781,0.001476855,0.05584288,0.0006920457,0.00003645977,0.02203054,0.0005348061,0.00002527707,0.0006830142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2242301,"threshold_uncertainty_score":0.9566624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427856213778042,"score_gpt":0.2794488699568673,"score_spread":0.2551703078190869,"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."}}