{"id":"W2069340802","doi":"10.1001/jama.293.10.1223","title":"Effects of Computerized Clinical Decision Support Systems on Practitioner Performance and Patient Outcomes","year":2005,"lang":"en","type":"review","venue":"JAMA","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2975,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Clinical decision support system; MEDLINE; Clinical trial; Cochrane Library; Randomized controlled trial; Health care; Clinical study design; Intensive care medicine; Decision support system; Medical emergency; Data mining; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.04938809,0.001344981,0.005694565,0.004832044,0.0005123761,0.003471182,0.001549529,0.002154419,0.00534561],"category_scores_gemma":[0.2328244,0.0009045385,0.01046416,0.006545541,0.001508164,0.002214685,0.001359886,0.00197088,0.0003339199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004441942,"about_ca_system_score_gemma":0.00564785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729548,"about_ca_topic_score_gemma":0.005967766,"domain_scores_codex":[0.921988,0.04456906,0.020998,0.002926811,0.008895739,0.0006223877],"domain_scores_gemma":[0.7301575,0.2133325,0.04484231,0.002659785,0.008239307,0.0007685615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03854018,0.000857969,0.01208385,0.7189225,0.08663376,0.0001407423,0.000454413,0.001110918,0.0004449136,0.0008305425,0.001767465,0.1382127],"study_design_scores_gemma":[0.07773394,0.03013044,0.05374833,0.4553699,0.3638718,0.0004934124,0.0006333886,0.001790647,0.0029996,0.002389753,0.01060503,0.0002337472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05135401,0.933817,0.001563587,0.00173636,0.0008873557,0.006919452,0.001366553,0.0000492532,0.002306567],"genre_scores_gemma":[0.4529197,0.5132611,0.01355273,0.002383211,0.001194572,0.01482395,0.001071403,0.0000359576,0.0007573229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04938809,"threshold_uncertainty_score":0.2611923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389581280075901,"score_gpt":0.5011259564322675,"score_spread":0.4072301436315086,"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."}}