{"id":"W4400352654","doi":"10.1093/occmed/kqae023.1096","title":"O-264 BURNOUT AND WORK PARTICIPATION OF HOME CARE REHABILITATION PROFESSIONALS TRANSITIONING OUT OF THE COVID-19 PANDEMIC: A MIXED-METHODS SEQUENTIAL EXPLANATORY PILOT STUDY IN ONTARIO, CANADA","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Conestoga College; CARE Canada; University of Toronto","funders":"","keywords":"Burnout; Coronavirus disease 2019 (COVID-19); Pandemic; Rehabilitation; 2019-20 coronavirus outbreak; Work (physics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Nursing; Gerontology; Family medicine; Physical therapy; Clinical psychology; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00486178,0.0004635062,0.000725418,0.001952899,0.006950418,0.002001711,0.001369406,0.0006386997,0.001838566],"category_scores_gemma":[0.005062796,0.0007203804,0.0006985638,0.002693071,0.001736426,0.0007486845,0.001669671,0.0006139916,0.0001724808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02783333,"about_ca_system_score_gemma":0.04749801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9202917,"about_ca_topic_score_gemma":0.9638346,"domain_scores_codex":[0.9967642,0.001156766,0.0001986068,0.0003239645,0.0006434969,0.0009129631],"domain_scores_gemma":[0.9959664,0.00102472,0.0007644146,0.0001341388,0.00145246,0.0006579834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004020938,0.001560424,0.7567248,0.0006661677,0.00008272745,0.0007762506,0.2185408,0.0001205859,0.001193743,0.0002309975,0.0009106761,0.01879068],"study_design_scores_gemma":[0.00007161395,0.001291093,0.7818679,0.0003649904,0.00005030043,0.00008855684,0.2131342,0.0003173142,0.0002493949,0.00005756505,0.002472117,0.00003489533],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976725,0.0001787032,0.0001648546,0.00009806174,0.000005159043,0.0009552919,0.0002562868,0.000002934053,0.0006662792],"genre_scores_gemma":[0.9954429,0.0004243896,0.0008768434,0.0002172305,0.000009732511,0.001641492,0.0002561019,0.000003715505,0.001127636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07970828,"threshold_uncertainty_score":0.2019459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116541959839407,"score_gpt":0.4776612542806159,"score_spread":0.3660070582966752,"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."}}