{"id":"W4416786188","doi":"10.1111/jan.70405","title":"Understanding Digital Health Equity: A Conceptual Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Digital health; Public health; Formal concept analysis; MEDLINE; Conceptual framework; mHealth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01644892,0.0009734482,0.0007352,0.0123883,0.005193525,0.01414998,0.002714736,0.003849396,0.005504128],"category_scores_gemma":[0.01434126,0.0004736274,0.00125124,0.009118629,0.03399029,0.02541893,0.01124843,0.005263543,0.0002709667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01119457,"about_ca_system_score_gemma":0.01137267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00358134,"about_ca_topic_score_gemma":0.001850517,"domain_scores_codex":[0.9899651,0.006825532,0.000408314,0.0006009052,0.001575464,0.0006246787],"domain_scores_gemma":[0.9801517,0.0157229,0.001017425,0.0006006765,0.001586585,0.0009205832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004842426,0.00002251483,0.0006789223,0.0002481579,0.00000821317,0.0001053723,0.0198659,0.0002735128,0.0000495688,0.9683293,0.0009374495,0.009476197],"study_design_scores_gemma":[0.00001786441,0.0000376728,0.001400509,0.002772323,0.00002737526,0.0004142718,0.09219725,0.002390498,0.0001675416,0.8153562,0.08517954,0.00003892242],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1218821,0.03960941,0.2721131,0.140311,0.001560528,0.002469305,0.0006668922,0.0001350807,0.4212526],"genre_scores_gemma":[0.8901222,0.01494679,0.08147965,0.005781313,0.000405542,0.001744834,0.0002646614,0.00004555161,0.005209435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01644892,"threshold_uncertainty_score":0.08699131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714223596394754,"score_gpt":0.5235959326452995,"score_spread":0.3521735730058241,"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."}}