{"id":"W4409713427","doi":"10.3390/transplantology6020010","title":"Optimizing Organ Donation After Euthanasia: A Critical Appraisal","year":2025,"lang":"en","type":"article","venue":"Transplantology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ donation; Critical appraisal; Medicine; Psychology; Intensive care medicine; Surgery; Transplantation; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05570396,0.002562757,0.005168886,0.008787096,0.0020952,0.007804913,0.006047831,0.006785595,0.006437834],"category_scores_gemma":[0.2512141,0.001098284,0.004367442,0.004461451,0.004253789,0.006947021,0.003866497,0.009257174,0.001893463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150092,"about_ca_system_score_gemma":0.03182049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004193001,"about_ca_topic_score_gemma":0.006837513,"domain_scores_codex":[0.9601746,0.01888032,0.009785287,0.001126906,0.009100026,0.0009328678],"domain_scores_gemma":[0.6497515,0.2390794,0.02135718,0.004728679,0.08087397,0.004209263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003923383,0.00008751505,0.0005301543,0.2287666,0.001234271,0.000566147,0.0009432019,0.0008068267,0.0002645641,0.007722554,0.211792,0.5468938],"study_design_scores_gemma":[0.0001312663,0.0002579622,0.0007830687,0.6051872,0.001571685,0.0006715745,0.001133406,0.0002847617,0.0002357686,0.008101496,0.3815339,0.0001079044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002437244,0.936453,0.001010126,0.04588133,0.01353442,0.0006466956,0.0001092284,0.00003639864,0.002084976],"genre_scores_gemma":[0.006398004,0.9554672,0.004432491,0.02027247,0.01165512,0.0009337778,0.0001616645,0.00003967549,0.0006397275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05570396,"threshold_uncertainty_score":0.2945942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172844487370959,"score_gpt":0.3546764693573467,"score_spread":0.3373920206202508,"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."}}