{"id":"W3177287173","doi":"10.12927/cjnl.2021.26528","title":"Effects of COVID-19 on Healthcare Providers: Opportunities for Education and Support (ECHOES)","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health; Georgian College","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Nursing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Psychology; Qualitative research; Mental healthcare; Nurse education; Public relations; Political science; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003043734,0.0001890715,0.0001868285,0.0003332041,0.006731745,0.003034993,0.0006851188,0.001239221,0.008701088],"category_scores_gemma":[0.01077185,0.000214199,0.0003102701,0.0002958725,0.002715466,0.001504657,0.005188317,0.002253506,0.0003052561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006529533,"about_ca_system_score_gemma":0.01856673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04369932,"about_ca_topic_score_gemma":0.1533521,"domain_scores_codex":[0.9961547,0.002096418,0.00008703874,0.0001077246,0.0004292999,0.001124858],"domain_scores_gemma":[0.992978,0.002187441,0.0008246562,0.0001567274,0.0007159235,0.003137168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002187584,0.001714937,0.1716385,0.001312118,0.0001137756,0.003414456,0.4542302,0.0002620485,0.002143755,0.01169869,0.067591,0.2856618],"study_design_scores_gemma":[0.00007438514,0.0004253825,0.2072081,0.001421358,0.0000537733,0.0005668554,0.6928429,0.0001818749,0.0003116415,0.00276017,0.09410967,0.00004393807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807214,0.00266945,0.0005559403,0.1464435,0.0006728296,0.0001629312,0.0001297295,0.00004141131,0.06860296],"genre_scores_gemma":[0.9909445,0.001248556,0.0004855906,0.004373213,0.00008087388,0.00004856236,0.00002091067,0.000006259724,0.002791394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04369932,"threshold_uncertainty_score":0.08688992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.452955971175497,"score_gpt":0.4708646224612407,"score_spread":0.0179086512857437,"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."}}