{"id":"W4409282151","doi":"10.1002/mgr.32597","title":"Donor Surveys Provide Clues to Donor Motivations and Values","year":2025,"lang":"en","type":"article","venue":"˜The œmajor gifts report","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.02616056,0.0004663848,0.0004800164,0.003236957,0.002884148,0.006035953,0.0008254105,0.001455928,0.01973189],"category_scores_gemma":[0.06826562,0.0004850215,0.0002135973,0.003832935,0.00172498,0.00509071,0.00444071,0.002939747,0.005037425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265999,"about_ca_system_score_gemma":0.003443738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006334301,"about_ca_topic_score_gemma":0.01227587,"domain_scores_codex":[0.9782511,0.01467703,0.001448975,0.000530164,0.003841966,0.001250741],"domain_scores_gemma":[0.9243225,0.0505563,0.005299854,0.004967412,0.01174518,0.003108736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002009755,0.0002306035,0.1024311,0.0009448111,0.00004484614,0.001019529,0.09269162,0.0002169297,0.001377617,0.06745517,0.3749134,0.3584734],"study_design_scores_gemma":[0.00002393828,0.000103546,0.0291914,0.001605656,0.00002566785,0.0008452384,0.1039031,0.0003934494,0.001236885,0.0240898,0.8384729,0.0001083844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2482447,0.01117247,0.03864353,0.2475473,0.004529051,0.000708331,0.009960301,0.000693034,0.4385013],"genre_scores_gemma":[0.839079,0.01157302,0.0239991,0.04904436,0.001541109,0.0007581596,0.002710851,0.0004859542,0.07080838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02616056,"threshold_uncertainty_score":0.138352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562180806368416,"score_gpt":0.2922538827564741,"score_spread":0.2766320746927899,"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."}}