{"id":"W4220743209","doi":"10.1007/s43678-022-00278-0","title":"Flow impacts of hot/cold zone infection control procedures during the COVID-19 pandemic in the emergency department","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Triage; Emergency department; Emergency medicine; Personal protective equipment; Infection control; Pandemic; Coronavirus disease 2019 (COVID-19); Medical emergency; Shutdown; Intensive care medicine; Nursing; Internal medicine","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":[0.0009235545,0.0003940841,0.0003766936,0.0009014184,0.001694993,0.002332965,0.0009808261,0.0015139,0.009843775],"category_scores_gemma":[0.008738059,0.00035883,0.0009832011,0.0007504284,0.0007627695,0.001844524,0.002278445,0.002314954,0.0008342206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004010804,"about_ca_system_score_gemma":0.004032803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023224,"about_ca_topic_score_gemma":0.1213264,"domain_scores_codex":[0.9977527,0.000490597,0.000120956,0.0002374459,0.000251957,0.001146394],"domain_scores_gemma":[0.9954354,0.0008183031,0.001218906,0.0001015804,0.0008045156,0.001621237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002994737,0.001653276,0.9497788,0.0002160539,0.0003874649,0.0007837505,0.003237358,0.003747772,0.0008749825,0.002059916,0.009709954,0.02455587],"study_design_scores_gemma":[0.00004017307,0.0005575785,0.9816191,0.0001759583,0.0000774744,0.0001075332,0.01149561,0.00314985,0.0001961536,0.0006686125,0.001855851,0.00005595219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989791,0.0003565257,0.0001976236,0.00253781,0.000185138,0.00009419679,0.00172417,0.00002587402,0.005087777],"genre_scores_gemma":[0.9980153,0.0001779383,0.0001060674,0.0004009061,0.0000890541,0.00003369196,0.0006214906,0.000008357003,0.0005471029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023224,"threshold_uncertainty_score":0.2034537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500485577692096,"score_gpt":0.328251648239258,"score_spread":0.283246792462337,"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."}}