{"id":"W2025244424","doi":"10.1179/002436310803888862","title":"Organ and Tissue Donation and Transplantation","year":2010,"lang":"en","type":"article","venue":"The Linacre Quarterly","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rogers Communications (Canada)","funders":"","keywords":"Organ donation; Certainty; Transplantation; Donation; Medicine; Declaration; Cause of death; Law; Philosophy; Surgery; Internal medicine; Political science; Epistemology; Disease","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":[0.0001244251,0.00006877221,0.00007549754,0.00004757859,0.00009033159,0.00002857379,0.00002431388,0.00005680485,0.00008040126],"category_scores_gemma":[0.000005131184,0.00004800632,0.000009288624,0.00006604665,0.00006284346,0.00009735727,0.000001010854,0.0001461578,0.00002125353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003298257,"about_ca_system_score_gemma":0.00001230713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000349719,"about_ca_topic_score_gemma":0.0001869635,"domain_scores_codex":[0.9995816,0.00001942495,0.0001051165,0.0001120871,0.0001075813,0.00007412618],"domain_scores_gemma":[0.9997402,0.00005118561,0.00002830379,0.00008861281,0.00004010112,0.00005161828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003996552,0.00009669754,0.01242118,0.0003398276,0.00004955492,0.00004220398,0.03961216,1.946819e-7,0.4628505,0.01927263,0.0001037554,0.4648116],"study_design_scores_gemma":[0.00307572,0.0008538777,0.9566482,0.00004455289,0.0002621554,0.001174732,0.00104828,0.0003338052,0.03006348,0.002779921,0.003536871,0.0001784472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918892,0.00004113576,0.0009049232,0.005849691,0.0001065641,0.000211882,0.000007531716,0.0000501575,0.0009389004],"genre_scores_gemma":[0.9986379,0.00006989019,0.0005113822,0.0002504419,0.0001162823,0.000005140984,0.00005163062,0.000009878822,0.0003474541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.944227,"threshold_uncertainty_score":0.1957641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0046078178610449,"score_gpt":0.2455181820241246,"score_spread":0.2409103641630797,"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."}}