{"id":"W4220657425","doi":"10.23919/icact53585.2022.9728950","title":"Blockchain Traceability in Healthcare: Blood Donation Supply Chain","year":2022,"lang":"en","type":"article","venue":"2022 24th International Conference on Advanced Communication Technology (ICACT)","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Traceability; Blockchain; Supply chain; Immutability; Business; Leverage (statistics); Smart contract; Information sharing; Computer science; Computer security; Process management; Risk analysis (engineering); Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.001189993,0.0002996315,0.0003537055,0.001353107,0.0006833011,0.00006268938,0.005774738,0.000273389,0.0002817957],"category_scores_gemma":[0.0002299012,0.0003613743,0.00009019965,0.002097671,0.0003162531,0.0002192384,0.001973416,0.002071178,0.00002734635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005849113,"about_ca_system_score_gemma":0.0002267809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100771,"about_ca_topic_score_gemma":0.0002429891,"domain_scores_codex":[0.9967241,0.0004359702,0.0007858601,0.000953739,0.0006422112,0.000458155],"domain_scores_gemma":[0.9961638,0.000216463,0.0004909202,0.002702831,0.000345802,0.0000802025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003441298,0.0007811675,0.001925375,0.000004676298,0.00002562154,0.000007218473,0.0002208499,0.0004443771,0.00162133,0.9349034,0.00009445776,0.05993706],"study_design_scores_gemma":[0.002528506,0.0006092094,0.004324061,0.00004524922,0.00001055631,0.0001115895,0.001066923,0.1418709,0.005053477,0.8273174,0.01634619,0.0007159084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3824106,0.001278389,0.01784179,0.5870221,0.0006441806,0.002108462,0.0001672626,0.003055556,0.005471614],"genre_scores_gemma":[0.9791402,0.0005418503,0.0165542,0.001135676,0.00001075626,0.002231329,0.0001094883,0.00002056871,0.0002559374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5967296,"threshold_uncertainty_score":0.9998838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893968517172602,"score_gpt":0.2833837179703064,"score_spread":0.2644440327985804,"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."}}