{"id":"W4280549251","doi":"10.1097/sih.0000000000000664","title":"Quantifying Simulated Contamination Deposition on Healthcare Providers Using Image Analysis","year":2022,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Hospital for Sick Children; Toronto Public Health","funders":"Alberta Children's Hospital Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children; Children's Hospital Los Angeles","keywords":"Contamination; Confidence interval; Environmental science; Statistics; Mathematics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446442,0.000650024,0.000422012,0.002142016,0.0002247481,0.001209087,0.0007523699,0.0007661413,0.001866338],"category_scores_gemma":[0.008165925,0.0004121293,0.0006639514,0.00103958,0.0005176022,0.0004803677,0.001069315,0.0003894306,0.0002384633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311655,"about_ca_system_score_gemma":0.000982606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004606543,"about_ca_topic_score_gemma":0.003098383,"domain_scores_codex":[0.9983353,0.0007314261,0.0001078258,0.0002386807,0.000499864,0.00008692541],"domain_scores_gemma":[0.9956108,0.002644235,0.0009432263,0.0002243031,0.0004809596,0.00009654197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002491583,0.0006610852,0.3267774,0.00207834,0.0007817708,0.0005831731,0.001539701,0.3253548,0.09254018,0.002582107,0.002927514,0.2416823],"study_design_scores_gemma":[0.0001196156,0.0009047321,0.2035581,0.0003026912,0.0003354786,0.0008230527,0.0006480596,0.7204407,0.06690028,0.00260975,0.003192256,0.0001652835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7221563,0.00089348,0.2691195,0.0004241356,0.00004492162,0.0006966876,0.001531587,0.0009785325,0.004154785],"genre_scores_gemma":[0.8698477,0.000497207,0.1283995,0.0001201165,0.00001687016,0.0002762259,0.000434413,0.0000528355,0.0003552019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004606543,"threshold_uncertainty_score":0.0129382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071536565502625,"score_gpt":0.4055226176459528,"score_spread":0.3339860521433278,"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."}}