{"id":"W3136264446","doi":"10.5430/jha.v10n1p40","title":"Personal and professional factors influencing career choice regret during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regret; Workforce; Health care; Pandemic; Stressor; Psychology; Burnout; Nursing; Medicine; Family medicine; Coronavirus disease 2019 (COVID-19); Political science; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002274823,0.0001789346,0.0001816542,0.000479377,0.0008265726,0.0007430161,0.0002727643,0.0004548986,0.00272312],"category_scores_gemma":[0.01500621,0.0001441226,0.0003558051,0.0003110959,0.0005281632,0.0003683806,0.0008635663,0.0006656684,0.0001648053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004850633,"about_ca_system_score_gemma":0.0008181476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00532653,"about_ca_topic_score_gemma":0.00910842,"domain_scores_codex":[0.9984826,0.0006823239,0.0001202671,0.00009304945,0.000297258,0.0003245649],"domain_scores_gemma":[0.987981,0.004049804,0.005029196,0.0003067549,0.0008190098,0.001814253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009230265,0.0001080676,0.9903632,0.00003285626,0.00003788202,0.0001177212,0.002464922,0.0001187942,0.0001698551,0.00003703364,0.0003813844,0.006076135],"study_design_scores_gemma":[0.000003437177,0.0001054012,0.9943144,0.00003190025,0.000006980382,0.0001206094,0.004824822,0.0001815357,0.00004046543,0.00004176642,0.0003209505,0.00000776428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988015,0.0001600058,0.00006630773,0.0003160564,0.00001147689,0.000008603896,0.00004887529,0.000001682409,0.000585595],"genre_scores_gemma":[0.9995629,0.0001068644,0.0000673095,0.00005867385,0.000009061538,0.000005032215,0.00004586013,7.944751e-7,0.0001434984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00532653,"threshold_uncertainty_score":0.0120306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08191609968605648,"score_gpt":0.4231216258055802,"score_spread":0.3412055261195237,"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."}}