{"id":"W4367296508","doi":"10.1097/txd.0000000000001471","title":"Baseline Ethical Principles and a Framework for Evaluation of Policies: Recommendations From an International Consensus Forum","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Translational Research in Oncology; University of Manitoba; Hôpital de l'Enfant-Jésus; Canadian Blood Services; Dalhousie University","funders":"Canadian Blood Services","keywords":"Declaration; Baseline (sea); Donation; Medicine; Declaration of Helsinki; Organ donation; Ethical issues; Helsinki declaration; Political science; Public relations; Transplantation; Engineering ethics; Informed consent; Law; Alternative medicine; Engineering; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009554031,0.0001089936,0.0001836945,0.0002613479,0.00008117773,0.0000194135,0.00005248318,0.0001729549,0.0002356366],"category_scores_gemma":[0.0004319545,0.0001083137,0.00005515571,0.0002445789,0.00005748485,0.0000881198,0.000003603492,0.0001455111,0.000008529802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000325449,"about_ca_system_score_gemma":0.0001069737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007958264,"about_ca_topic_score_gemma":0.0001561146,"domain_scores_codex":[0.9986753,0.0001555648,0.0003744054,0.0002440241,0.0004239552,0.0001267709],"domain_scores_gemma":[0.9983019,0.0009796969,0.0001118648,0.000131823,0.0003915312,0.00008314812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01453289,0.001780166,0.3338306,0.002574864,0.002814722,0.00004972204,0.08462822,0.006443162,0.06132762,0.2608828,0.004323254,0.226812],"study_design_scores_gemma":[0.01427362,0.0004622013,0.7120375,0.0008453838,0.001947579,0.00005170668,0.002882486,0.207795,0.04063318,0.01436056,0.004266815,0.0004440087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432957,0.0000353836,0.02127971,0.03037738,0.000385053,0.0009416879,0.002338922,0.0002165399,0.001129649],"genre_scores_gemma":[0.9790455,0.000569907,0.01363154,0.0007280195,0.0001038992,0.00008847271,0.005759374,0.00002112556,0.00005223406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782069,"threshold_uncertainty_score":0.4416905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08670969126136993,"score_gpt":0.4118121270192173,"score_spread":0.3251024357578474,"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."}}