{"id":"W4413052412","doi":"10.3233/shti251066","title":"The RAD Synthesis: Taxonomy and Decolonial Ethic of Emerging Digital Technologies for Nursing Informatics","year":2025,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Informatics; Taxonomy (biology); Computer science; Health informatics; Nursing; Medicine; Political science; Biology; Zoology","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":[0.0006799972,0.0001416495,0.0003652251,0.0005765805,0.0007089521,0.00004850773,0.0001499499,0.000195172,9.535635e-8],"category_scores_gemma":[0.002459492,0.0001092435,0.00002504087,0.0005202543,0.001344855,0.000342836,0.00010784,0.0002710729,2.37482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504229,"about_ca_system_score_gemma":0.00005008276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002896179,"about_ca_topic_score_gemma":0.0000121544,"domain_scores_codex":[0.9984681,0.00001850443,0.001022693,0.00007601989,0.00008014271,0.0003345232],"domain_scores_gemma":[0.9979673,0.001269452,0.0004453753,0.0001822509,0.0001215876,0.00001405518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001093617,0.0000425683,0.01374826,0.002422891,0.00006293765,8.256687e-8,0.009988454,0.00001703078,0.000001134552,0.03979075,0.002718301,0.9310982],"study_design_scores_gemma":[0.002152484,0.001118839,0.001840101,0.008629653,0.0001028793,0.0000192171,0.729822,0.006739602,0.002261642,0.1936415,0.05326449,0.000407638],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7136472,0.06781191,0.007442134,0.199659,0.003762384,0.005370724,0.00004982955,0.0008003978,0.001456418],"genre_scores_gemma":[0.9840721,0.005659823,0.009548936,0.0002824533,0.000007080583,0.0004140548,0.000002043973,0.000006367638,0.000007088313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9306906,"threshold_uncertainty_score":0.5452758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526576967556407,"score_gpt":0.3873058020117406,"score_spread":0.3520400323361765,"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."}}