{"id":"W4386758042","doi":"10.1111/xen.12827","title":"Open invitation to contribute ideas to a multifaceted approach to ethics in xenotransplantation","year":2023,"lang":"en","type":"letter","venue":"Xenotransplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Medical laboratory; Atlanta; Library science; Family medicine; Pathology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001378264,0.0007753939,0.00110369,0.002285312,0.000235814,0.0003358571,0.0006909355,0.001533702,0.00007243108],"category_scores_gemma":[0.0003710743,0.0008532684,0.0001697685,0.002865693,0.00003392463,0.0004639475,0.00005488261,0.002476369,0.001830114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722945,"about_ca_system_score_gemma":0.0005234684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564065,"about_ca_topic_score_gemma":0.001641993,"domain_scores_codex":[0.9940799,0.0005137148,0.001357752,0.001539281,0.001584795,0.0009245921],"domain_scores_gemma":[0.9972697,0.0007763889,0.0002446907,0.0005994012,0.000614176,0.0004956241],"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":[0.01187045,0.001020858,0.002743367,0.01453798,0.0009133551,0.003324819,0.1639626,0.02158436,0.04202713,0.001466238,0.7292833,0.007265546],"study_design_scores_gemma":[0.04205075,0.004939732,0.2193894,0.01928993,0.004443713,0.001119702,0.002643183,0.004586832,0.03114047,0.001593474,0.6605279,0.008274872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0320468,0.00003503009,0.1082015,0.8348793,0.001219282,0.01543487,0.00363152,0.0007199775,0.003831689],"genre_scores_gemma":[0.05367289,0.0003231282,0.02148374,0.8584858,0.00116621,0.002238173,0.05639322,0.0004443098,0.005792562],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2166461,"threshold_uncertainty_score":0.9998249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09135762755302036,"score_gpt":0.3695931337648958,"score_spread":0.2782355062118754,"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."}}