{"id":"W4415996411","doi":"10.1002/mgr.32712","title":"Write Emails Your Donors Want to Read","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":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003510852,0.0001233404,0.0002013514,0.0001602975,0.0001081851,0.00002988876,0.000086509,0.00006716009,0.0003015895],"category_scores_gemma":[0.00005940958,0.0000867046,0.00008495396,0.0004071851,0.00004783406,0.00004885297,0.00002117916,0.0001475668,0.0002156553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005843641,"about_ca_system_score_gemma":0.0001794038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002778371,"about_ca_topic_score_gemma":0.0003695264,"domain_scores_codex":[0.998811,0.00002416301,0.0004115382,0.000268882,0.0002985444,0.0001858927],"domain_scores_gemma":[0.9991646,0.00003881387,0.00008838392,0.0004578234,0.0001432551,0.0001071122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002429925,0.001644537,0.5391138,0.001636243,0.002419016,0.01983009,0.01349842,0.00006463229,0.09532516,0.03011873,0.144104,0.1498154],"study_design_scores_gemma":[0.002146912,0.0001597788,0.585334,0.0003664348,0.0005967696,0.002373163,0.0008020633,0.00007462622,0.01316605,0.0009454952,0.3937244,0.0003103384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8144644,0.000167106,0.005376394,0.0356312,0.001134598,0.001210905,0.00001818628,0.0002789277,0.1417183],"genre_scores_gemma":[0.9184484,0.00002317306,0.0004240082,0.003226771,0.0001150406,0.00003003465,0.00007215734,0.00001572815,0.07764466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496203,"threshold_uncertainty_score":0.3535711,"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."}}