{"id":"W4281395836","doi":"10.1186/s12912-022-00909-y","title":"Alarm fatigue and moral distress in ICU nurses in COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"ALARM; Medicine; Distress; Coronavirus disease 2019 (COVID-19); Nursing; Clinical psychology; Internal medicine; Disease","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":[0.0009302935,0.0001814011,0.0002628363,0.0005298695,0.0005907971,0.0006284637,0.0002250611,0.000468726,0.002180817],"category_scores_gemma":[0.005555721,0.000143358,0.0002821909,0.0002966297,0.00039581,0.0004957403,0.0007822396,0.000634967,0.000133585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004787577,"about_ca_system_score_gemma":0.0005402373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447636,"about_ca_topic_score_gemma":0.002990256,"domain_scores_codex":[0.9993047,0.0002544508,0.00007964597,0.00006712955,0.0001569783,0.0001370289],"domain_scores_gemma":[0.9973176,0.0005795688,0.001200745,0.00005339202,0.0003618818,0.0004866847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009015242,0.0001548322,0.9889711,0.0001044826,0.00002701582,0.0002273188,0.003969535,0.00004716008,0.0002969957,0.00004491446,0.0003476998,0.005718871],"study_design_scores_gemma":[0.000003856096,0.0001455026,0.9927493,0.00007309735,0.000009966056,0.000302641,0.006167227,0.000119068,0.00004813237,0.00006282532,0.0003098655,0.000008516839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998746,0.0003901312,0.0000621873,0.0002064972,0.00001549914,0.00001143191,0.00004162233,0.000001197459,0.0005253756],"genre_scores_gemma":[0.9995591,0.0001724058,0.00005259244,0.00005865041,0.000009816162,0.00001161733,0.0000358068,3.706029e-7,0.00009958215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002447636,"threshold_uncertainty_score":0.007295549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569279812321742,"score_gpt":0.4251672010177996,"score_spread":0.2682392197856254,"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."}}