{"id":"W3173882132","doi":"10.1161/circoutcomes.4.suppl_2.ap200","title":"Abstract P200: Computerized Clinical Decision Support Systems for Therapeutic Drug Monitoring and Dosing: A Decision Maker--Researcher Partnership Systematic Review","year":2011,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; MEDLINE; Randomized controlled trial; Intensive care medicine; Dosing; Evidence-based medicine; Alternative medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04989852,0.002207199,0.01038944,0.01702291,0.001079386,0.006160555,0.00348041,0.004239008,0.01648342],"category_scores_gemma":[0.1675284,0.001502032,0.006755773,0.02000846,0.001911061,0.007161822,0.002909144,0.002198383,0.001039105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007836327,"about_ca_system_score_gemma":0.01985721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014676,"about_ca_topic_score_gemma":0.009920979,"domain_scores_codex":[0.9285519,0.03946785,0.01969324,0.002540665,0.009037922,0.0007085369],"domain_scores_gemma":[0.8231902,0.1385476,0.02141243,0.002606879,0.01276636,0.001476464],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001557636,0.00001603924,0.000491135,0.972838,0.00470581,0.0000689844,0.0001328039,0.0001261716,0.00008668109,0.0004718627,0.003093773,0.01781297],"study_design_scores_gemma":[0.0008968745,0.0001942611,0.001727633,0.9501434,0.02805916,0.0001954633,0.000292778,0.000431672,0.0001481646,0.001451832,0.01641461,0.00004414575],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002202623,0.9684837,0.003224265,0.004080899,0.001019398,0.01634665,0.002841374,0.00009437688,0.001706603],"genre_scores_gemma":[0.06796189,0.8451915,0.02569948,0.006653618,0.0009949642,0.04959726,0.00229359,0.00006536466,0.001542213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9501015,"threshold_uncertainty_score":0.2638918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3077727224138189,"score_gpt":0.4562807370466185,"score_spread":0.1485080146327996,"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."}}