{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008537876,0.0001388931,0.0002852033,0.0002130849,0.00005209338,0.00001107783,0.00006899593,0.0001942948,0.0004562672],"category_scores_gemma":[0.00004709814,0.000124343,0.00008406266,0.000188288,0.0001180897,0.00005955722,0.000005308969,0.000215473,0.00003394625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002354916,"about_ca_system_score_gemma":0.00006767536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001978279,"about_ca_topic_score_gemma":0.00004891103,"domain_scores_codex":[0.9991,0.00004118859,0.0002549609,0.0002444287,0.0001088449,0.0002505202],"domain_scores_gemma":[0.9993793,0.0003137888,0.00001714004,0.000158668,0.00005809734,0.00007294477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01046192,0.001590711,0.5169232,0.01208909,0.0009811862,0.007188963,0.01285325,0.00001408093,0.05616484,0.3644234,0.002484828,0.01482447],"study_design_scores_gemma":[0.01205269,0.001114175,0.6367884,0.001581692,0.003672924,0.003741732,0.0007205988,0.0006490562,0.3132589,0.003600939,0.02162386,0.001195022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3208297,0.001376406,0.6083584,0.04114617,0.00160722,0.0006779574,0.0001043139,0.001052733,0.02484702],"genre_scores_gemma":[0.9829102,0.0003098065,0.01491742,0.001504805,0.00005118921,0.00003376405,0.00005750832,0.00001470193,0.000200629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6620805,"threshold_uncertainty_score":0.5070559,"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."}}