{"id":"W3134356917","doi":"10.23919/icact51234.2021.9370704","title":"Blockchain Traceability in Healthcare: Blood Donation Supply Chain","year":2021,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Traceability; Supply chain; Blockchain; Business; Immutability; Leverage (statistics); Smart contract; Health care; Process management; Information sharing; Computer science; Computer security; Risk analysis (engineering); Marketing","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":[0.005422009,0.0005166693,0.0005795189,0.001123042,0.001699835,0.004222718,0.001524758,0.002788402,0.006944745],"category_scores_gemma":[0.01332383,0.0003844038,0.0004683647,0.002050604,0.001991297,0.007175473,0.005117442,0.002064724,0.001975139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002042365,"about_ca_system_score_gemma":0.005328469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004009598,"about_ca_topic_score_gemma":0.00215615,"domain_scores_codex":[0.9932881,0.002924788,0.0004365423,0.0009542983,0.001901835,0.0004943163],"domain_scores_gemma":[0.9916241,0.003229917,0.0009910089,0.00213103,0.001498021,0.0005260493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000370655,0.0002497195,0.005420005,0.000846542,0.00008513856,0.001150989,0.001307324,0.08068314,0.009054801,0.6365035,0.0103947,0.2539335],"study_design_scores_gemma":[0.00009911437,0.0003593572,0.001496419,0.0006655891,0.00005913075,0.001198427,0.000819633,0.289484,0.01582647,0.5271541,0.1627281,0.000109521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03658855,0.00267972,0.9092642,0.006901762,0.0003703906,0.0005879427,0.0004259305,0.001081159,0.04210028],"genre_scores_gemma":[0.8139822,0.00384965,0.1619835,0.0009710835,0.0002208739,0.0004418385,0.0006768926,0.0001374816,0.01773648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006944745,"threshold_uncertainty_score":0.02867466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028034790722243,"score_gpt":0.2418730591941638,"score_spread":0.2315927112869414,"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."}}