{"id":"W3008317305","doi":"10.2196/17334","title":"Factors Influencing the Adoption of Health Information Standards in Health Care Organizations: A Systematic Review Based on Best Fit Framework Synthesis","year":2020,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Software deployment; Health care; Knowledge management; Standardization; Business; Process management; Health information technology; Information technology; Information system; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01164194,0.0007790638,0.006675646,0.000664776,0.0007489823,0.00003623831,0.001115444,0.001243873,0.0002392682],"category_scores_gemma":[0.02800322,0.000463452,0.0003767937,0.003406746,0.00009977384,0.0004253645,0.0001771208,0.004612249,0.0002927922],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008109462,"about_ca_system_score_gemma":0.04810265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003734344,"about_ca_topic_score_gemma":0.000145239,"domain_scores_codex":[0.9748666,0.006662275,0.01354922,0.0002422203,0.003497408,0.001182264],"domain_scores_gemma":[0.9787021,0.007511511,0.01089283,0.001235812,0.000960294,0.0006974682],"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":[0.000003152559,0.00003121696,0.00001150523,0.8855513,0.00004337102,3.908305e-7,0.02229274,0.000004809096,6.231391e-11,0.0002775567,0.001902944,0.08988103],"study_design_scores_gemma":[0.0001448448,0.0002081859,0.000001734378,0.6471255,0.0001324463,0.000002125443,0.01495021,0.0003668613,5.454417e-9,0.000002554879,0.3368611,0.0002044294],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004074649,0.9720351,0.002554753,0.002414045,0.0005088075,0.02146902,0.0005922851,0.0001484887,0.000273491],"genre_scores_gemma":[0.00009547194,0.9814947,0.000265363,0.01359619,0.000119288,0.003737607,0.0006036187,0.00007998832,0.000007761401],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3349581,"threshold_uncertainty_score":0.9997817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07381176343020483,"score_gpt":0.4682761820921778,"score_spread":0.3944644186619729,"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."}}