{"id":"W4303859490","doi":"","title":"SIMULATION MODEL FOR THE DECONTAMINATION OF SURGICAL INSTRUMENTS AND ANALYSIS OF AUTOMATION SCENARIOS","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Human decontamination; Automation; Computer science; Systems engineering; Engineering; Waste management; Mechanical 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":[0.0005196559,0.0009235615,0.001142873,0.0008684385,0.0005918118,0.001195947,0.001534828,0.002562427,0.006267469],"category_scores_gemma":[0.00237833,0.0005173287,0.001193584,0.0008072939,0.0007356205,0.0007036307,0.0006710642,0.0009166473,0.0004477888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149739,"about_ca_system_score_gemma":0.001710945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899784,"about_ca_topic_score_gemma":0.01154318,"domain_scores_codex":[0.999617,0.0001381995,0.00001796482,0.00005269147,0.00008021721,0.00009385329],"domain_scores_gemma":[0.9984036,0.00107235,0.0001282472,0.00006406689,0.0002190071,0.0001126471],"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":[0.00002340854,0.00001322743,0.0001936147,0.00001074296,0.000004240896,0.00002472006,0.000008259014,0.9983242,0.0001357588,0.0007565052,0.00007756766,0.0004276648],"study_design_scores_gemma":[0.000007996137,0.00001091072,0.00008187796,0.000003006363,0.000003483042,0.000005784686,0.000006872688,0.9991721,0.0001082448,0.000452125,0.0001451506,0.000002499246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5248049,0.0009566079,0.4233923,0.001337457,0.0002004465,0.0004802483,0.002979819,0.001118315,0.04472982],"genre_scores_gemma":[0.9753217,0.0003514519,0.01638308,0.00005453866,0.00001897244,0.0002701829,0.0007564701,0.00005747168,0.006786126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02899784,"threshold_uncertainty_score":0.05765808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148604664008348,"score_gpt":0.3140446298134333,"score_spread":0.2725585831733499,"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."}}