{"id":"W2024809517","doi":"10.1007/s10916-011-9804-0","title":"RFID-Enabled Traceability System for Consignment and High Value Products: A Case Study in the Healthcare Sector","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Systems","topic":"RFID technology advancements","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Traceability; Radio-frequency identification; Supply chain; Business; Consignment; Operations management; Computer science; Risk analysis (engineering); Computer security; Engineering; Marketing; Software engineering","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":[0.002163145,0.0004825304,0.0003666981,0.0008833867,0.002186098,0.001617199,0.00133278,0.003086838,0.003104707],"category_scores_gemma":[0.005188083,0.0003253685,0.000507512,0.000963849,0.001128442,0.001878225,0.001141604,0.0007512942,0.0005752199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008606157,"about_ca_system_score_gemma":0.001133435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004956588,"about_ca_topic_score_gemma":0.005819181,"domain_scores_codex":[0.9979501,0.001036144,0.0001024479,0.0001709897,0.0005102221,0.0002300552],"domain_scores_gemma":[0.9951352,0.003058896,0.0004527638,0.0005492538,0.0005156476,0.0002881002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003134026,0.01434827,0.2540075,0.001487784,0.0001964347,0.1239002,0.07984476,0.0404041,0.08895888,0.02479481,0.004932387,0.3639909],"study_design_scores_gemma":[0.000490563,0.01604787,0.1619299,0.000805028,0.0005374177,0.06170132,0.1950314,0.2667994,0.2138259,0.01123585,0.071086,0.0005092654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987568,0.0000928158,0.008865648,0.0003207302,0.000009077668,0.0001136686,0.00004443267,0.0000537459,0.002931831],"genre_scores_gemma":[0.9897918,0.0001094622,0.00724757,0.00003838005,0.000003523797,0.00002371457,0.0000427019,0.00001457919,0.002728178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004956588,"threshold_uncertainty_score":0.01143992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282809584188097,"score_gpt":0.2778391440519697,"score_spread":0.2350110482100887,"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."}}