{"id":"W4400665529","doi":"10.1097/tp.0000000000005145","title":"Ethical Considerations in Nonconsenting Adult Allogeneic Stem Cell Donors","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Stem cell; Medicine; Transplantation; Immunology; Biology; Internal medicine; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002868828,0.00007503385,0.0001092977,0.0001436041,0.00004725791,0.00002973839,0.00001554775,0.0003174668,0.00007692287],"category_scores_gemma":[0.000006704041,0.00006244304,0.00004804554,0.0001833272,0.0001189042,0.0000445624,0.000002133077,0.0005243804,0.00003998889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003331981,"about_ca_system_score_gemma":0.0001731053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008588008,"about_ca_topic_score_gemma":0.0003741503,"domain_scores_codex":[0.9991711,0.0000594007,0.0002606983,0.0001815972,0.0002058119,0.0001214165],"domain_scores_gemma":[0.9995761,0.0002260036,0.00001843981,0.0000628674,0.00005078393,0.00006581711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005113875,0.0005047414,0.0198301,0.01236703,0.0002007485,0.003387314,0.04327729,0.0009245699,0.586159,0.2737093,0.001339039,0.05778947],"study_design_scores_gemma":[0.01958345,0.001129813,0.4397399,0.01144847,0.002176905,0.003624847,0.003535799,0.2474725,0.2118552,0.05275207,0.004691387,0.001989639],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567963,0.0004918302,0.006014861,0.03333239,0.000362859,0.0003015345,0.00001791327,0.0001240401,0.002558246],"genre_scores_gemma":[0.9973025,0.0004746023,0.0007227723,0.001074098,0.00008131871,0.00001166622,0.0001151054,0.00001143401,0.0002064653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4199098,"threshold_uncertainty_score":0.2546353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433189791741854,"score_gpt":0.3066919939286648,"score_spread":0.2823600960112462,"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."}}