{"id":"W7126125718","doi":"","title":"Mental Health Amongst African American Healthcare Workers and Covid Vaccine Mandates","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Workforce; Mental health; Health care; Empowerment; Psychological resilience; Equity (law); Qualitative research; Human services; Service (business)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000982235,0.0005483672,0.0009592708,0.001069196,0.004733324,0.0005673591,0.001023348,0.0003018357,0.00036666],"category_scores_gemma":[0.0001309497,0.0006665518,0.0002485022,0.0052955,0.0003056238,0.001353679,0.0006868324,0.001267898,0.00003742609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762829,"about_ca_system_score_gemma":0.002051164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01698207,"about_ca_topic_score_gemma":0.03637086,"domain_scores_codex":[0.9951468,0.001178374,0.0005489248,0.001221771,0.0005399754,0.001364179],"domain_scores_gemma":[0.9971839,0.000232726,0.0005692087,0.0005871997,0.0002336494,0.001193376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001146378,0.0003223056,0.8091305,0.0003034377,0.0005299676,0.0001927468,0.02210273,0.0000175196,0.00001084941,0.02097734,0.0606699,0.08459626],"study_design_scores_gemma":[0.002712651,0.0005490483,0.1444931,0.000855668,0.000181826,0.000004626649,0.171032,0.00005733776,0.000009113945,0.0004869881,0.6788163,0.0008013504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5356778,0.02027808,0.0009442203,0.4004319,0.001855583,0.002487737,0.0002674399,0.0004149973,0.0376422],"genre_scores_gemma":[0.9425619,0.02200704,0.0002564727,0.003479442,0.000211699,0.000001864461,0.00004447284,0.000031738,0.03140535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6646374,"threshold_uncertainty_score":0.9995786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009936216132335297,"score_gpt":0.2767656884099859,"score_spread":0.2668294722776506,"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."}}