{"id":"W3204411614","doi":"10.2147/rmhp.s330217","title":"Explaining Job Satisfaction Among Residents in Standardized Residency Training Programs: A Serial Multiple Mediation Model","year":2021,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"National Natural Science Foundation of China","keywords":"Emotional exhaustion; Job satisfaction; Burnout; Mediation; Anxiety; Social support; Psychology; Clinical psychology; Medicine; Social psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002045044,0.0003274383,0.0006189408,0.0005808431,0.001543742,0.00005908107,0.0001364166,0.0004140747,0.00005168026],"category_scores_gemma":[0.0006275602,0.000322296,0.00008656406,0.0007165854,0.00006142037,0.0004579646,0.0003182587,0.001181597,0.0000155503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749805,"about_ca_system_score_gemma":0.001692208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04492832,"about_ca_topic_score_gemma":0.1503877,"domain_scores_codex":[0.9942366,0.001779476,0.001307433,0.0007471938,0.0007116553,0.001217588],"domain_scores_gemma":[0.9978907,0.0004006021,0.0005580218,0.0004101931,0.0003001686,0.0004403588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002436627,0.00002467452,0.8086556,0.001303855,0.00003375565,0.00004113244,0.02027192,0.00005354775,0.000006926746,0.007073964,0.0003070099,0.1619839],"study_design_scores_gemma":[0.003816718,0.00007415344,0.9332156,0.004262263,0.00003074138,0.000001416642,0.03387358,0.006581438,0.000004187885,0.01746366,0.0003400759,0.000336208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819936,0.002114773,0.0009293753,0.009900543,0.0007273856,0.002308434,0.0001134875,0.0002066237,0.001705761],"genre_scores_gemma":[0.9745185,0.01564067,0.005939564,0.00092275,0.0008853939,0.0008057361,0.0001487469,0.00006004425,0.001078531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1616477,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08028412345615765,"score_gpt":0.4236410107739823,"score_spread":0.3433568873178246,"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."}}