{"id":"W4221101164","doi":"10.3390/ijerph19053004","title":"Protected 911: Development, Implementation, and Evaluation of a Prehospital COVID-19 High-Risk Response Team","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; McMaster University; Impact","funders":"","keywords":"Personal protective equipment; Medical emergency; Medicine; Workload; Crew; Service (business); Mandate; Coronavirus disease 2019 (COVID-19); Business; Computer science; Engineering; Pathology; Aeronautics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008935628,0.0006644236,0.0002546903,0.0004232841,0.001793349,0.001799549,0.002826828,0.0007316769,0.00326692],"category_scores_gemma":[0.01096205,0.0003854715,0.0004977455,0.0003323643,0.001467468,0.0007569697,0.002486034,0.001128675,0.0007429149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971013,"about_ca_system_score_gemma":0.07611125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3794186,"about_ca_topic_score_gemma":0.535569,"domain_scores_codex":[0.9922677,0.002172172,0.0003226831,0.0004697076,0.003147182,0.001620667],"domain_scores_gemma":[0.988425,0.0007323586,0.0007276995,0.0004263088,0.005734359,0.003954129],"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":[0.003303995,0.01950827,0.1841826,0.002168734,0.0002152098,0.002281111,0.02565244,0.01139314,0.04625727,0.00300175,0.02512782,0.6769077],"study_design_scores_gemma":[0.005426614,0.1074769,0.5658104,0.001942111,0.0005590129,0.00156497,0.04849527,0.02012529,0.02756488,0.0009689779,0.2196599,0.0004056864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453093,0.0003873919,0.01044227,0.0024686,0.0002440281,0.02117922,0.000705096,0.0005307113,0.01873342],"genre_scores_gemma":[0.8444884,0.001184639,0.1252824,0.001951707,0.00008300963,0.008290347,0.002605279,0.0001748187,0.01593944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3794186,"threshold_uncertainty_score":0.7544202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830338162392853,"score_gpt":0.5268984341912374,"score_spread":0.3438646179519521,"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."}}