{"id":"W3011438909","doi":"10.1111/medu.14159","title":"What makes resident trainees satisfied with their jobs?","year":2020,"lang":"en","type":"letter","venue":"Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lions Gate Hospital; University of British Columbia","funders":"","keywords":"Job satisfaction; Psychology; Medical education; MEDLINE; Applied psychology; Nursing; Social psychology; Medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004255426,0.0002052804,0.0004478654,0.0003433488,0.004415868,0.002579597,0.0006724775,0.0181003,0.005485514],"category_scores_gemma":[0.02156793,0.0003347014,0.0004678216,0.0003718781,0.002201902,0.002572183,0.001261348,0.01162328,0.002842172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980557,"about_ca_system_score_gemma":0.006981581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02087899,"about_ca_topic_score_gemma":0.06329034,"domain_scores_codex":[0.9971626,0.001092492,0.0002273217,0.000181775,0.0006778183,0.0006579682],"domain_scores_gemma":[0.9863402,0.005118697,0.00126487,0.0002310595,0.002662875,0.004382456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004490928,0.00008056135,0.01701088,0.00007219895,0.00001318261,0.002254905,0.002449716,0.00003189888,0.0003363327,0.001636939,0.95327,0.02279847],"study_design_scores_gemma":[0.00007887064,0.0003840002,0.04577909,0.0008936067,0.0000293871,0.006426972,0.03131173,0.0004023183,0.0003878607,0.007403126,0.9067297,0.0001733944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003246553,0.000504667,0.00002767359,0.9890976,0.00328619,0.000004152909,0.00002297242,0.000007480049,0.003802793],"genre_scores_gemma":[0.02599312,0.001074019,0.0001269192,0.9583566,0.005301986,0.00002309943,0.00001957187,0.00001348056,0.00909127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02087899,"threshold_uncertainty_score":0.04151493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459348703124376,"score_gpt":0.4281964536063437,"score_spread":0.3736029665750999,"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."}}