{"id":"W4309074955","doi":"10.1186/s12245-022-00464-y","title":"Improving safety and communication for healthcare providers caring for SARS-COV-2 patients","year":2022,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Health care; Patient safety; 2019-20 coronavirus outbreak; Medical emergency; Angiology; Nursing; Virology; Internal medicine","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":[0.008856195,0.0001629337,0.0001885292,0.0004439314,0.001689165,0.001248828,0.0004593841,0.0006734752,0.004001646],"category_scores_gemma":[0.02198288,0.0001886409,0.0002638877,0.0005074375,0.0006290072,0.001107631,0.00184815,0.0009483841,0.0003561605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095861,"about_ca_system_score_gemma":0.0096443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140645,"about_ca_topic_score_gemma":0.003862413,"domain_scores_codex":[0.9955255,0.00273387,0.0002604027,0.0001532738,0.0007573417,0.000569525],"domain_scores_gemma":[0.9875644,0.004815343,0.003482105,0.0002291487,0.001474028,0.002434877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003932684,0.001812312,0.7412044,0.002062024,0.00005176217,0.0006508601,0.08539093,0.0003156874,0.001963033,0.000502602,0.007773405,0.1578797],"study_design_scores_gemma":[0.0001402614,0.00514125,0.7630872,0.001267987,0.00006791594,0.001274293,0.2057117,0.000865854,0.001489223,0.0005629831,0.02033971,0.00005167719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923458,0.0003121576,0.0004421199,0.004289076,0.00002327719,0.0003385347,0.00009055612,0.00001032372,0.002148131],"genre_scores_gemma":[0.9952224,0.0005949046,0.002530247,0.0006910227,0.00002876887,0.0004983931,0.00007525826,0.000002932452,0.0003561406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008856195,"threshold_uncertainty_score":0.04683656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474108872263289,"score_gpt":0.480250870132908,"score_spread":0.3328399829065791,"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."}}