{"id":"W3045593930","doi":"10.2196/17283","title":"Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decision support system; Clinical decision support system; Systematic review; Computer science; Medicine; MEDLINE; Medical physics; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01847045,0.001330638,0.007238138,0.007598232,0.0007377734,0.002903,0.001732241,0.001649227,0.003068867],"category_scores_gemma":[0.09249942,0.001062756,0.007716806,0.01115322,0.001205369,0.002666148,0.001447791,0.001479347,0.0001964602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005764131,"about_ca_system_score_gemma":0.01473017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006853647,"about_ca_topic_score_gemma":0.01722132,"domain_scores_codex":[0.9768455,0.009708958,0.006965175,0.001206601,0.004857047,0.0004167315],"domain_scores_gemma":[0.8805633,0.09228865,0.01894829,0.0009819566,0.006532753,0.0006850668],"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":[0.0005260439,0.00005738261,0.002213873,0.9496655,0.01399421,0.00006183499,0.0002812021,0.0001147089,0.00008470561,0.0001304915,0.0006236381,0.03224646],"study_design_scores_gemma":[0.0009292598,0.0008231965,0.01090411,0.8712149,0.1072224,0.0002730244,0.000522538,0.0002116199,0.0003605505,0.0002311173,0.007253009,0.0000542428],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006494117,0.9912907,0.0001900879,0.0002832015,0.0001197232,0.0009181251,0.0003366602,0.00001362249,0.0003537622],"genre_scores_gemma":[0.07322718,0.9220304,0.001651521,0.0005063667,0.0001478551,0.001991586,0.0002957009,0.000008336998,0.0001410005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01847045,"threshold_uncertainty_score":0.09768224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04673542044318309,"score_gpt":0.4483727092271372,"score_spread":0.4016372887839541,"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."}}