{"id":"W4411190766","doi":"10.1016/j.glohj.2025.06.011","title":"Work engagement levels and correlates among physician assistants in Ghana: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Global Health Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Cross-sectional study; Work engagement; Psychology; Work (physics); Family medicine; Medicine; Environmental health; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004247888,0.0002386945,0.0005726476,0.0002210225,0.00269776,0.00007895317,0.0002410207,0.0001944852,0.0001407984],"category_scores_gemma":[0.0001630443,0.0002126667,0.00007164016,0.0008360264,0.00008228153,0.0002577063,0.000236177,0.002013548,0.00004480155],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004338361,"about_ca_system_score_gemma":0.00497148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048598,"about_ca_topic_score_gemma":0.003656911,"domain_scores_codex":[0.9949613,0.001512118,0.001573325,0.0003827333,0.0004716482,0.001098846],"domain_scores_gemma":[0.998208,0.0004211594,0.000548185,0.0002202544,0.000206545,0.0003958236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002031609,0.0002288874,0.9733114,0.0001817367,0.0000501582,0.0000357419,0.001039448,0.000007090354,1.17516e-7,0.0006991083,0.0132975,0.0109457],"study_design_scores_gemma":[0.002752691,0.0001882083,0.9885941,0.0003553437,0.00001103673,0.00000532672,0.003734628,0.00001038129,5.504437e-8,0.002027558,0.002189896,0.0001307806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801655,0.002064815,0.0001975197,0.004405915,0.004133517,0.001240398,0.00005829841,0.00005489812,0.007679112],"genre_scores_gemma":[0.9757801,0.0001128953,0.0002145992,0.02267266,0.0003393439,0.00006083113,0.000005141666,0.000011609,0.0008028627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826675,"threshold_uncertainty_score":0.9994838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776430858730532,"score_gpt":0.490754168456069,"score_spread":0.4131110825830158,"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."}}