{"id":"W3154837252","doi":"10.12927/hcq.2021.26465","title":"Promoting Safety: Behavioural Emergency Response during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; St. Michael's Hospital","funders":"","keywords":"Pandemic; Harm; Coronavirus disease 2019 (COVID-19); Medical emergency; Medicine; Health care; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Patient safety; Best practice; Nursing; Psychology; Psychiatry; Political science; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002871458,0.0002521723,0.0003205745,0.0001159113,0.002471824,0.00002512223,0.0003262128,0.0001837616,0.00161531],"category_scores_gemma":[0.0004463267,0.0001982608,0.0001439911,0.0004462315,0.0000470421,0.0001561392,0.0001312999,0.0008635282,0.0005661825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006822204,"about_ca_system_score_gemma":0.001556705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414774,"about_ca_topic_score_gemma":0.006323767,"domain_scores_codex":[0.9915353,0.005412556,0.001039796,0.0005531401,0.0004388166,0.001020369],"domain_scores_gemma":[0.997418,0.0006012226,0.000317913,0.0009114812,0.0002105295,0.0005407791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007221982,0.0002467362,0.4746363,0.003483775,0.0001218194,0.0009365545,0.467469,0.000002003095,0.003297539,0.003076407,0.0109185,0.02858939],"study_design_scores_gemma":[0.002195754,0.0005995067,0.4956731,0.0002846372,0.00005714784,0.0001440143,0.1353993,0.00002318747,0.000009476585,0.0009420243,0.3641939,0.0004780286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253922,0.0006625414,0.0002126299,0.06996878,0.001283519,0.001310624,0.00006433585,0.0003200612,0.0007853773],"genre_scores_gemma":[0.9699853,0.000117456,0.00004458788,0.007428285,0.0002898781,0.0004373059,0.00004320493,0.00005186525,0.0216021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3532754,"threshold_uncertainty_score":0.9992973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178517614001033,"score_gpt":0.4400125226988909,"score_spread":0.3221607612987876,"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."}}