{"id":"W4415996411","doi":"10.1002/mgr.32712","title":"Write Emails Your Donors Want to Read","year":2025,"lang":"en","type":"article","venue":"The major gifts report","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vice president; Government (linguistics); The Internet; Reading (process)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001430588,0.001136571,0.0006488845,0.001161007,0.002077194,0.004253276,0.0008107264,0.001923979,0.7638865],"category_scores_gemma":[0.0139592,0.0004051308,0.0004411257,0.0009497314,0.0003402926,0.002829339,0.003118157,0.001823256,0.7363215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303717,"about_ca_system_score_gemma":0.0007445723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006759311,"about_ca_topic_score_gemma":0.001188632,"domain_scores_codex":[0.999123,0.0002781558,0.00007134249,0.0000723826,0.0003034418,0.0001516243],"domain_scores_gemma":[0.9892776,0.001966906,0.0005576112,0.0008554684,0.004776257,0.002566217],"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":[0.00001719167,0.00001990167,0.00005237955,0.00003322776,6.282094e-7,0.00002153804,0.00003437989,0.000005193563,0.00007229963,0.0001739278,0.9866605,0.01290897],"study_design_scores_gemma":[0.00002168612,0.00002859395,0.0002785261,0.00006957431,0.0000017177,0.00006069768,0.0003036297,0.00002545147,0.000215966,0.0003866126,0.9985974,0.000009970703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00229349,0.0008168118,0.002475237,0.0159117,0.02423999,0.0008687556,0.008279682,0.009051406,0.936063],"genre_scores_gemma":[0.004876717,0.0005308709,0.001319965,0.007294799,0.003036187,0.0003594216,0.002596764,0.001323442,0.9786618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7638865,"threshold_uncertainty_score":0.3367872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695310930773365,"score_gpt":0.3113171430013862,"score_spread":0.2943640336936526,"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."}}