{"id":"W4410894657","doi":"10.62212/snahp.130","title":"Nurses’ Perceptions on the Usability of Electronic Health Records: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Science of Nursing and Health Practices","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Usability; Health records; Perception; Psychology; Computer science; Human–computer interaction; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04671128,0.001227703,0.004399357,0.02523736,0.001961541,0.005715717,0.002241904,0.002683042,0.001968925],"category_scores_gemma":[0.1549772,0.001492694,0.003938878,0.01967035,0.002030336,0.006034886,0.003328954,0.001539819,0.000336794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005408619,"about_ca_system_score_gemma":0.01982727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009202071,"about_ca_topic_score_gemma":0.01790063,"domain_scores_codex":[0.9630705,0.01447842,0.01315183,0.001443061,0.00722236,0.0006337591],"domain_scores_gemma":[0.8387364,0.1274315,0.01265948,0.001650415,0.01881166,0.0007106226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001891868,0.0001298209,0.005416498,0.7261093,0.002337551,0.0004661833,0.01116716,0.0002685948,0.0003520484,0.001034818,0.00325701,0.2492717],"study_design_scores_gemma":[0.00003290334,0.0001659637,0.00499114,0.9682571,0.003847471,0.0003951142,0.005739612,0.0001171809,0.000189036,0.0003609627,0.01586292,0.00004063517],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01041841,0.9835696,0.0008942802,0.00115962,0.0003048431,0.001345108,0.0002436527,0.00001091502,0.002053665],"genre_scores_gemma":[0.04568017,0.9481618,0.002102312,0.0006058217,0.000102053,0.002857632,0.0002756894,0.000009393462,0.0002051546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04671128,"threshold_uncertainty_score":0.2470358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3601968258355724,"score_gpt":0.6551386826964044,"score_spread":0.294941856860832,"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."}}