{"id":"W4281714374","doi":"10.53389/jrcrs.2022100113","title":"Correlation between occupational stress, burnout, and satisfaction, and their impact on the productivity of Physical Therapists working in different work environments: A cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Journal of Riphah College of Rehabilitation Sciences","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Burnout; Cross-sectional study; Occupational stress; Productivity; Work productivity; Psychology; Work (physics); Job satisfaction; Correlation; Applied psychology; Occupational burnout; Clinical psychology; Social psychology; Medicine; Emotional exhaustion; Engineering; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.002630618,0.0001052318,0.0002738283,0.0002278111,0.0003825496,0.00001473452,0.00008424622,0.00002153126,0.00003209247],"category_scores_gemma":[0.0003208544,0.00005812841,0.00006681434,0.0004503751,0.0004797693,0.000136748,0.00003837137,0.0002262894,1.457893e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155989,"about_ca_system_score_gemma":0.00007630396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006324773,"about_ca_topic_score_gemma":0.00002106331,"domain_scores_codex":[0.9978502,0.0007457509,0.0005249837,0.0001953959,0.0005657727,0.000117872],"domain_scores_gemma":[0.9957181,0.003462494,0.0006316162,0.00008946985,0.00006651952,0.00003185536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004372505,0.0004757425,0.982869,0.000007491215,0.00005400938,3.918032e-7,0.01153406,0.002314735,0.0000388031,0.0003144757,0.00003210397,0.001921985],"study_design_scores_gemma":[0.0006478183,0.002829977,0.9864538,0.00002997819,0.000006987025,0.000003732207,0.008142224,0.00006670783,0.00000752847,0.001747514,0.00001689134,0.00004681869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983217,0.0002214996,0.00004765805,0.0007042022,0.0002108203,0.000420255,0.00004579827,0.000001698825,0.00002644267],"genre_scores_gemma":[0.9998302,0.000005164361,0.0000306607,0.000009523878,0.00008536923,0.0000239174,6.279777e-7,0.000003367296,0.00001115326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00358487,"threshold_uncertainty_score":0.2942301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127624858280215,"score_gpt":0.3612997332134266,"score_spread":0.3300234846306244,"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."}}