{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05913306,0.0002623303,0.0005405619,0.0006533565,0.006143246,0.005492477,0.001687719,0.01217817,0.009041283],"category_scores_gemma":[0.1259595,0.0003646262,0.0004937017,0.0008550468,0.007070581,0.002656265,0.003033637,0.009332973,0.002596086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007873,"about_ca_system_score_gemma":0.01710074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374752,"about_ca_topic_score_gemma":0.003982661,"domain_scores_codex":[0.9465926,0.0401237,0.00308986,0.001273445,0.006846667,0.002073761],"domain_scores_gemma":[0.8779812,0.09741495,0.003775469,0.004574556,0.008048597,0.008205283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000274133,0.0001826997,0.006992918,0.0004550522,0.00002285515,0.0066208,0.02190704,0.0004232659,0.0008550239,0.159624,0.6434206,0.1592217],"study_design_scores_gemma":[0.0001201259,0.0001978513,0.003876189,0.003396494,0.00002956613,0.01173575,0.01695027,0.0007111112,0.001073239,0.126983,0.834857,0.00006929448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0293979,0.01537475,0.007903041,0.8167201,0.01270177,0.0005962565,0.0002058991,0.00009634837,0.1170039],"genre_scores_gemma":[0.3670007,0.01493056,0.01648521,0.5411188,0.01413565,0.001557914,0.0002465222,0.0001348984,0.0443898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05913306,"threshold_uncertainty_score":0.3127292,"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."}}