{"id":"W4417359311","doi":"10.2196/74942","title":"Developing a Best Practice Guideline for Clinical Practice in a Digital Health Environment: Systematic Reviews Based on the Grading of Recommendations, Assessment, Development, and Evaluation Approach","year":2025,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; Registered Nurses' Association of Ontario","funders":"Hospital for Sick Children; Government of Ontario; Registered Nurses' Association of Ontario; University of South Carolina","keywords":"Best practice; Digital health; Guideline; Grading (engineering); Clinical Practice; Systematic review; Health care; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0437957,0.0002208314,0.0008440015,0.0002669613,0.0008295334,0.0000392697,0.0001773363,0.0001671648,0.000005406866],"category_scores_gemma":[0.01853689,0.0001682837,0.00006308428,0.0004068301,0.00004735455,0.0004262613,0.00003779843,0.0007641022,0.000007635504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003103512,"about_ca_system_score_gemma":0.004467732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003371808,"about_ca_topic_score_gemma":0.00001384364,"domain_scores_codex":[0.9873422,0.006962005,0.004211005,0.0004841168,0.0004428464,0.00055779],"domain_scores_gemma":[0.975961,0.02036654,0.002865413,0.0004264781,0.0002919071,0.00008867229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005579879,0.003833076,0.003932813,0.109931,0.0002396317,9.387843e-7,0.01686352,0.0001007002,0.000006519554,0.04000836,0.06568489,0.7588406],"study_design_scores_gemma":[0.003732202,0.0004816372,0.0005281703,0.1301616,0.0001962222,0.000008454751,0.03874606,0.08928223,0.000003107693,0.0008612237,0.7356252,0.0003738713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00304829,0.01217491,0.6770463,0.2056075,0.001667737,0.07267001,0.00002610933,0.00008534214,0.02767378],"genre_scores_gemma":[0.08582707,0.003204171,0.8586544,0.02632158,0.0003508928,0.02470164,0.0004402145,0.0001126366,0.0003874266],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7584667,"threshold_uncertainty_score":0.9897304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3201437884290165,"score_gpt":0.6191284960078342,"score_spread":0.2989847075788177,"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."}}