{"id":"W4410812978","doi":"10.32920/29169686.v1","title":"The Invisibility of Black Nurses","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invisibility; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005103526,0.0003555157,0.0002395114,0.0008179924,0.02266009,0.006158517,0.0005881885,0.00242546,0.01152876],"category_scores_gemma":[0.008997657,0.0002707834,0.0001671501,0.0006954763,0.01787834,0.003847409,0.00522746,0.005062676,0.001702274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005973503,"about_ca_system_score_gemma":0.009763321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07465736,"about_ca_topic_score_gemma":0.1120099,"domain_scores_codex":[0.9966152,0.001520002,0.00002907998,0.0002861395,0.0007767818,0.0007727888],"domain_scores_gemma":[0.995515,0.001722533,0.0004605137,0.0002437927,0.0007042195,0.001353923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179556,0.00004167533,0.008442454,0.0001397842,0.00001913937,0.0008954646,0.4068362,0.00006027271,0.0006472144,0.3051354,0.2036769,0.07398753],"study_design_scores_gemma":[0.000009963078,0.00002940504,0.005116485,0.000532223,0.00001137642,0.0004552504,0.1837693,0.0000514321,0.0003898864,0.02803237,0.7815776,0.00002468676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.197567,0.008510549,0.001008143,0.3811144,0.00503283,0.00002916708,0.0001028717,0.00004099135,0.4065941],"genre_scores_gemma":[0.755833,0.007344181,0.0006434144,0.07248423,0.001423847,0.00006043606,0.00005078193,0.000169432,0.1619906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07465736,"threshold_uncertainty_score":0.1484456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07376333767101448,"score_gpt":0.5079844634442979,"score_spread":0.4342211257732834,"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."}}