{"id":"W2156517549","doi":"10.1136/amiajnl-2011-000304","title":"The effectiveness of integrated health information technologies across the phases of medication management: a systematic review of randomized controlled trials","year":2011,"lang":"en","type":"review","venue":"Journal of the American Medical Informatics Association","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University","funders":"U.S. Public Health Service; Agency for Healthcare Research and Quality; McMaster University; U.S. Department of Health and Human Services","keywords":"Randomized controlled trial; Health information technology; Agency (philosophy); Medicine; Health care; Quality management; Quality (philosophy); Systematic review; MEDLINE; Computer science; Operations management; Management system; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04908536,0.00284,0.02385895,0.01123272,0.001214526,0.00441539,0.003440773,0.003620153,0.005598631],"category_scores_gemma":[0.1451973,0.002437563,0.01968744,0.01102657,0.002382912,0.00457019,0.002126841,0.00264176,0.0004137091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008187825,"about_ca_system_score_gemma":0.01400657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005724246,"about_ca_topic_score_gemma":0.01295102,"domain_scores_codex":[0.9331491,0.02990334,0.02459851,0.003922038,0.007617281,0.0008097707],"domain_scores_gemma":[0.8619378,0.09637462,0.03102044,0.002259688,0.007285848,0.001121603],"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":[0.003152954,0.00006915153,0.0007296933,0.9202482,0.05042956,0.00005319982,0.0001337392,0.0001581634,0.0001449939,0.0001432869,0.0004616791,0.02427545],"study_design_scores_gemma":[0.01012282,0.001899525,0.003647555,0.6325147,0.3450643,0.0001915224,0.0002642168,0.000294599,0.0004075573,0.0004600546,0.00504989,0.00008329279],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003482931,0.9913847,0.000576406,0.0003601251,0.0002733703,0.003271201,0.0003468624,0.00002973725,0.0002745952],"genre_scores_gemma":[0.07820643,0.8994489,0.006691694,0.001536845,0.0004077547,0.01295978,0.0004806367,0.00003072051,0.0002371151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04908536,"threshold_uncertainty_score":0.2595913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499522037677051,"score_gpt":0.4774516020011701,"score_spread":0.4324563816243996,"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."}}