{"id":"W4388498745","doi":"10.1017/cts.2023.677","title":"Wellbeing Convene during COVID-19: A pilot intervention for improving wellbeing and social connectedness for staff, students, residents, and faculty","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Canada","funders":"University of British Columbia","keywords":"Mental health; Burnout; Psychology; Health care; Nursing; Medical education; Productivity; Medicine; Psychiatry; Political science; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007883322,0.0001181201,0.0004052625,0.0001784695,0.002570348,0.00006344732,0.0001827939,0.0001241167,0.00001097133],"category_scores_gemma":[0.002091549,0.00009051153,0.0001040089,0.0002090575,0.0003812875,0.0004356108,0.0001086222,0.0004231495,5.226219e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003048843,"about_ca_system_score_gemma":0.0007638314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009996782,"about_ca_topic_score_gemma":0.00009598727,"domain_scores_codex":[0.9970487,0.0002610082,0.001411864,0.0003200874,0.0005703343,0.0003880254],"domain_scores_gemma":[0.9954732,0.002875053,0.0007011344,0.00004866006,0.0004942897,0.0004076362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002623853,0.0002258774,0.941199,0.003809253,0.0000694997,0.00001079419,0.00525048,0.00001396391,0.001845826,0.006368635,0.0001427133,0.03844011],"study_design_scores_gemma":[0.00731204,0.0004393452,0.97528,0.0008451181,0.00004861165,0.000007267597,0.003025975,0.001575398,0.00001989224,0.0104354,0.0008796594,0.0001312576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801605,0.0003738485,0.005577849,0.01240614,0.0006878721,0.0006742965,0.00009409542,0.00001927916,0.000006131939],"genre_scores_gemma":[0.9973575,0.0002506667,0.001300061,0.0003527546,0.0005492324,0.00003377781,0.00001377496,0.00001030477,0.0001318597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03830885,"threshold_uncertainty_score":0.9987282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2033889493997609,"score_gpt":0.5521841807003316,"score_spread":0.3487952313005707,"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."}}