{"id":"W4417023592","doi":"10.1111/hir.70007","title":"Diversity, equity, and inclusion initiatives for health and medical library workers: A scoping review","year":2025,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Inclusion (mineral); Medical library; Diversity (politics); MEDLINE; Public health","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002752315,0.000088555,0.0002334806,0.0001815635,0.01334011,0.0007334689,0.0003386178,0.00007315355,0.0001121177],"category_scores_gemma":[0.0006555251,0.00007782868,0.00003281941,0.0004204474,0.0003051157,0.02063032,0.007552012,0.0002047731,0.000001064697],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004215399,"about_ca_system_score_gemma":0.008725844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004383433,"about_ca_topic_score_gemma":0.0000378736,"domain_scores_codex":[0.9979862,0.0002709715,0.0006408081,0.00009669672,0.0006799448,0.0003253618],"domain_scores_gemma":[0.99856,0.0002818041,0.0004528729,0.00005895269,0.00004493252,0.0006014076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001056005,0.00003424476,0.01927557,0.01036395,0.0000166062,0.000001337961,0.1431676,5.89835e-7,3.467898e-8,0.258047,0.110185,0.4588024],"study_design_scores_gemma":[0.002602032,0.001114517,0.01088986,0.124277,0.00001932218,0.00005221823,0.04392621,0.000477126,0.000006581914,0.2713955,0.544696,0.0005435843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002199018,0.04829923,0.006874452,0.9173697,0.00062061,0.001546553,0.00001895195,0.0001222821,0.02294918],"genre_scores_gemma":[0.09461376,0.3786247,0.006717524,0.5191999,0.000459133,0.00002687533,0.00009246638,0.000008007506,0.0002576621],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4582588,"threshold_uncertainty_score":0.9968938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0712431457052249,"score_gpt":0.4218239319854873,"score_spread":0.3505807862802625,"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."}}