{"id":"W1904015344","doi":"10.1111/j.1365-3148.2005.00554ay.x","title":"Hospital Transfusion Education – A Global Perspective","year":2005,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Directive; Blood transfusion; Nursing; Pace; Family medicine; Surgery","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":[0.003402077,0.0005469968,0.0003399524,0.00195697,0.001871071,0.005762844,0.0007457166,0.005091171,0.01941227],"category_scores_gemma":[0.003878297,0.0002449878,0.000326845,0.003005429,0.002756751,0.00606623,0.004191134,0.004631171,0.001647986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005424208,"about_ca_system_score_gemma":0.009556736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247648,"about_ca_topic_score_gemma":0.008502893,"domain_scores_codex":[0.99774,0.001039863,0.0001405976,0.0001320473,0.0002696581,0.0006778138],"domain_scores_gemma":[0.9911401,0.001489881,0.0007719922,0.0001317349,0.0009001177,0.005566245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001601162,0.0007805014,0.01506434,0.004748053,0.0000763127,0.001766858,0.009316432,0.0009439602,0.0006510502,0.1012352,0.4200007,0.4452564],"study_design_scores_gemma":[0.00004278598,0.0004200061,0.02520391,0.005892226,0.0000345607,0.001721215,0.01990145,0.0002046521,0.0002268842,0.01175848,0.9345534,0.00004039076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01011909,0.1632275,0.0003437571,0.7785107,0.004764549,0.00001290984,0.0001012313,0.00005244688,0.04286783],"genre_scores_gemma":[0.2667391,0.4653452,0.001217059,0.2270285,0.01423638,0.00004936063,0.0002747253,0.00005645695,0.02505319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01941227,"threshold_uncertainty_score":0.06494057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262012301957846,"score_gpt":0.2794032113081986,"score_spread":0.2667830882886202,"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."}}