{"id":"W2069165714","doi":"10.1186/1748-5908-6-90","title":"Computerized clinical decision support systems for therapeutic drug monitoring and dosing: A decision-maker-researcher partnership systematic review","year":2011,"lang":"en","type":"review","venue":"Implementation Science","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; Hamilton Health Sciences; Hamilton General Hospital","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Dosing; MEDLINE; Intensive care medicine; Randomized controlled trial; Drug Utilization Review; Drug; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0780817,0.001851248,0.009412305,0.01206266,0.001063291,0.005050472,0.003524605,0.003546781,0.004443323],"category_scores_gemma":[0.2391364,0.001805783,0.009086677,0.01248831,0.001652839,0.005926284,0.002557588,0.002772395,0.0004031807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009367698,"about_ca_system_score_gemma":0.03220565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005138324,"about_ca_topic_score_gemma":0.01410156,"domain_scores_codex":[0.8505133,0.1053919,0.02725058,0.002937546,0.01277251,0.001134212],"domain_scores_gemma":[0.6919836,0.2565466,0.02901473,0.003626836,0.01702387,0.001804252],"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":[0.0003896032,0.00007057511,0.001057248,0.9051885,0.01002033,0.00009012027,0.0004371123,0.0003666083,0.0000805095,0.0006353129,0.002763554,0.0789005],"study_design_scores_gemma":[0.001354299,0.0004246017,0.0016262,0.9430905,0.03740948,0.0001570356,0.0004288847,0.0006301898,0.0001582585,0.0007029272,0.01396298,0.00005464099],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001440556,0.9923999,0.0009523435,0.001492181,0.0003155118,0.002657587,0.0002410415,0.00002223976,0.0004786969],"genre_scores_gemma":[0.05118882,0.9202967,0.01635848,0.002361086,0.0003539686,0.008828231,0.0003791733,0.00001627689,0.000217264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0780817,"threshold_uncertainty_score":0.4129404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6060814230150001,"score_gpt":0.6908871368797338,"score_spread":0.08480571386473368,"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."}}