{"id":"W4412388184","doi":"10.1111/trf.18337","title":"<scp><i>Transfusion Camp</i></scp> for medical students in Rwanda: A multidisciplinary initiative teaching graduating medical students how to utilize blood products and derivatives safely in district hospitals","year":2025,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; University of Toronto; BC Children's Hospital","funders":"Fogarty International Center","keywords":"Medicine; Multidisciplinary approach; Medical school; Blood transfusion; Teaching hospital; Transfusion medicine; Medical education; Medical emergency; Family medicine; Immunology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164854,0.0008195689,0.0006513362,0.0004737658,0.01563932,0.004295401,0.001912224,0.045112,0.03103146],"category_scores_gemma":[0.005991173,0.001117807,0.0008432089,0.0004241056,0.001591891,0.001927113,0.002606354,0.03237978,0.01178772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004682351,"about_ca_system_score_gemma":0.01633022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06684477,"about_ca_topic_score_gemma":0.2273635,"domain_scores_codex":[0.9979554,0.0003336971,0.0001820295,0.0001891135,0.0003716605,0.0009680519],"domain_scores_gemma":[0.9945195,0.001188104,0.0003563549,0.0001082031,0.001060184,0.002767631],"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":[0.00003205348,0.00008958171,0.002164662,0.00005578414,0.000009024251,0.002626674,0.0006959058,0.00005644892,0.000649968,0.0009017881,0.9885324,0.004185727],"study_design_scores_gemma":[0.0001070343,0.000213764,0.01446333,0.0005142059,0.00003360455,0.001933376,0.007833294,0.0004755949,0.00073123,0.001340915,0.9722613,0.00009242462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006501993,0.0007092924,0.0001919034,0.9374602,0.01537595,0.0002610458,0.0002111759,0.0001403635,0.03914796],"genre_scores_gemma":[0.01308666,0.0005750902,0.000404799,0.8292333,0.006593784,0.000210748,0.00007843808,0.00007515161,0.149742],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06684477,"threshold_uncertainty_score":0.1329114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116380320949408,"score_gpt":0.3013115191052915,"score_spread":0.2801477158957974,"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."}}