{"id":"W4306777587","doi":"10.1111/vox.13370","title":"Evolving policies for donors with diabetes: The Canadian experience","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"","keywords":"Diabetes mellitus; Medicine; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009069237,0.0003963726,0.0002415972,0.00119449,0.007833487,0.00292757,0.001553158,0.000910963,0.003629584],"category_scores_gemma":[0.01499276,0.000291779,0.0003514465,0.004305555,0.002735248,0.0009899291,0.002367602,0.001893127,0.0002103003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07009812,"about_ca_system_score_gemma":0.120673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9498078,"about_ca_topic_score_gemma":0.9620816,"domain_scores_codex":[0.9947429,0.0008389121,0.0002272,0.0002842663,0.002514058,0.001392722],"domain_scores_gemma":[0.9770014,0.002687996,0.002064703,0.0007291206,0.006612458,0.01090436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000571718,0.0007175548,0.5974799,0.0005258926,0.00009204413,0.004809372,0.03895501,0.001760928,0.001484516,0.0125819,0.05079984,0.2902213],"study_design_scores_gemma":[0.0001177149,0.0005946952,0.5499348,0.0012804,0.0001411953,0.00827927,0.08962741,0.002158671,0.002234353,0.002165923,0.3431575,0.0003079829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061409,0.01117332,0.001342735,0.043168,0.0005330932,0.000235833,0.001017484,0.00008445403,0.03630416],"genre_scores_gemma":[0.9802123,0.009422302,0.001575589,0.003762938,0.00009201639,0.00002460717,0.0004228362,0.00002979999,0.004457718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07009812,"threshold_uncertainty_score":0.5085998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034319193398763,"score_gpt":0.2378395845905636,"score_spread":0.217496392656576,"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."}}