{"id":"W3217685305","doi":"10.1097/nur.0000000000000652","title":"Using Our Voice","year":2021,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Acute care; Pandemic; MEDLINE; Health care; Coronavirus disease 2019 (COVID-19); Nursing care; Mental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005471616,0.0001125513,0.0004872598,0.00002800604,0.00008800389,0.00002060581,0.00005542197,0.0001873062,0.0003924175],"category_scores_gemma":[0.002094123,0.0001039143,0.0002931233,0.0002509287,0.00007570592,0.00003935012,0.00002552596,0.00035393,0.0006617907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007202764,"about_ca_system_score_gemma":0.0006528348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004813763,"about_ca_topic_score_gemma":0.00004084591,"domain_scores_codex":[0.9982047,0.0001338834,0.0006820637,0.0003360406,0.0002471727,0.0003961597],"domain_scores_gemma":[0.9985155,0.0001593497,0.00008808399,0.0003938403,0.0002261896,0.0006170203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009575945,0.002016069,0.406357,0.0002154867,0.0001060345,0.005290302,0.00005954932,0.000002391447,0.0003503693,0.007450352,0.5177147,0.0594801],"study_design_scores_gemma":[0.001670005,0.0001081471,0.2241826,0.0001767331,0.000120963,0.000279099,0.0004734538,0.0001224327,0.0001081452,0.0004948517,0.7720889,0.0001746741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8062088,0.0008382,0.0001708851,0.0249183,0.01299089,0.0002725179,0.00003774108,0.00012964,0.154433],"genre_scores_gemma":[0.9370347,0.0002242256,0.005196532,0.02912318,0.01635591,0.000003081843,0.0000847713,0.00004218397,0.01193538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543742,"threshold_uncertainty_score":0.8506202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165380195789665,"score_gpt":0.4920788513726302,"score_spread":0.3266986555829652,"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."}}