{"id":"W4200498450","doi":"10.1080/20476965.2021.2004933","title":"A simulation model to analyse automation scenarios in decontamination centers","year":2021,"lang":"en","type":"article","venue":"Health Systems","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Human decontamination; Automation; Process (computing); Work (physics); Computer science; Patient safety; Productivity; sort; Risk analysis (engineering); Operations management; Engineering; Medicine; Waste management; Health care; Database","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":[0.0007912175,0.001084588,0.0009852519,0.0008477071,0.0007359178,0.001498156,0.001521953,0.002435256,0.006105717],"category_scores_gemma":[0.002385361,0.0006369554,0.001245669,0.0009622392,0.0006324729,0.0008545357,0.0008701747,0.001252626,0.0004516859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715931,"about_ca_system_score_gemma":0.00222394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03421906,"about_ca_topic_score_gemma":0.01617846,"domain_scores_codex":[0.9994811,0.0002255475,0.0000305028,0.00007156988,0.00007734955,0.0001139491],"domain_scores_gemma":[0.9980326,0.001377704,0.0001457673,0.00006766634,0.0002541342,0.0001220869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003816408,0.00002608752,0.0004279257,0.00001972217,0.000008767356,0.00003072513,0.00001836731,0.9977907,0.0001659514,0.0008739199,0.00008632481,0.0005133279],"study_design_scores_gemma":[0.00002329358,0.00003497885,0.000202047,0.000008037551,0.000007837275,0.000006575868,0.00002940538,0.9985887,0.0001388574,0.0004725598,0.0004823048,0.000005245009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6328596,0.0008720946,0.3030912,0.001121542,0.0002409042,0.00102156,0.00496793,0.001115,0.05471015],"genre_scores_gemma":[0.9592555,0.0004644988,0.0308059,0.00006701799,0.00001573381,0.0008200859,0.001674075,0.00004806769,0.00684903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03421906,"threshold_uncertainty_score":0.06803977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875823274765013,"score_gpt":0.3054274379219893,"score_spread":0.2766692051743392,"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."}}