{"id":"W3158574799","doi":"10.1111/vox.13102","title":"International Forum on Walking Blood Bank Programmes: Responses","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; Canadian Blood Services; University of British Columbia","funders":"","keywords":"Blood bank; Content (measure theory); Business; Political science; Medicine; Public relations; Medical emergency","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":[0.009675263,0.001477023,0.0006006993,0.001489108,0.00473898,0.00515804,0.001609306,0.01785918,0.07617854],"category_scores_gemma":[0.02924835,0.0005246463,0.0008980322,0.001557923,0.00146128,0.004109467,0.00934393,0.01241768,0.01714934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967408,"about_ca_system_score_gemma":0.004776426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595389,"about_ca_topic_score_gemma":0.003103043,"domain_scores_codex":[0.9949173,0.001935503,0.0004174994,0.0003257638,0.00099615,0.001407813],"domain_scores_gemma":[0.9779932,0.008199056,0.001346082,0.0006155135,0.004431055,0.007415057],"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":[0.00005577273,0.00006653576,0.001073698,0.0002531951,0.000004607929,0.0002451036,0.002145768,0.00003471446,0.0002812811,0.001729541,0.9751989,0.01891082],"study_design_scores_gemma":[0.00002663546,0.00007699586,0.004411586,0.0004712843,0.000006316072,0.000124515,0.007811453,0.00006216967,0.0001414423,0.0007500243,0.9860836,0.00003403529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008823466,0.004471562,0.001114411,0.7909467,0.12912,0.0004742671,0.002174724,0.0005704534,0.06230436],"genre_scores_gemma":[0.08462822,0.01053701,0.003109945,0.6198723,0.07271555,0.0016864,0.003317931,0.0007810858,0.2033515],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07617854,"threshold_uncertainty_score":0.2548426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111866500386617,"score_gpt":0.2712503972560787,"score_spread":0.2501317322522125,"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."}}