{"id":"W4396861662","doi":"10.2196/54105","title":"Challenges and Needs in Digital Health Practice and Nursing Education Curricula: Gap Analysis Study","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Curriculum; Nursing research; Nurse education; Nursing; Medical education; Psychology; Medicine; Pedagogy; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02521428,0.0002520807,0.0006243592,0.004600252,0.004052663,0.004234568,0.001150579,0.001369519,0.002250446],"category_scores_gemma":[0.04288652,0.0003977898,0.0004830074,0.005186506,0.00201691,0.006014476,0.007224692,0.001339015,0.0001906384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00853256,"about_ca_system_score_gemma":0.02303137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009661699,"about_ca_topic_score_gemma":0.01227353,"domain_scores_codex":[0.9873297,0.006334762,0.001470991,0.0008130444,0.002107162,0.001944319],"domain_scores_gemma":[0.9636196,0.02370108,0.002703872,0.0009657027,0.006693806,0.002315969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001425741,0.0007529004,0.1134118,0.001199825,0.0000462767,0.000718064,0.7808842,0.000343616,0.0005696745,0.01350398,0.001929551,0.08649758],"study_design_scores_gemma":[0.000007760165,0.0001230801,0.0257741,0.0006519047,0.00001503746,0.0001890488,0.9645447,0.0006567436,0.000182703,0.00129246,0.006548955,0.00001363291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887428,0.0007142299,0.002009776,0.00286569,0.00004001959,0.0003613726,0.0001174733,0.000009247167,0.005139274],"genre_scores_gemma":[0.9959738,0.0005471234,0.002238237,0.0002456586,0.000006272484,0.0004204239,0.00006736549,0.000004151826,0.0004969545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02521428,"threshold_uncertainty_score":0.1333475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340354290637735,"score_gpt":0.4803789396364718,"score_spread":0.4369753967300944,"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."}}