{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01483727,0.0002371419,0.00166612,0.0001575228,0.000180421,0.0001378835,0.0001393251,0.0001447828,0.00001590374],"category_scores_gemma":[0.001109148,0.0001692234,0.0009420179,0.0001805199,0.0001217198,0.0001868651,0.0001003909,0.0002205669,0.00001449244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005322972,"about_ca_system_score_gemma":0.00004941349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002645984,"about_ca_topic_score_gemma":6.364184e-7,"domain_scores_codex":[0.9961473,0.0006842671,0.001227624,0.0005305121,0.001053499,0.000356748],"domain_scores_gemma":[0.9968858,0.001559807,0.0002054448,0.0007830259,0.0002972582,0.0002686507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004438992,0.0003171466,0.5681478,0.3446307,0.006795317,0.00005236127,0.0005478041,0.00002004146,0.00001893984,0.001090063,0.0003187755,0.07761709],"study_design_scores_gemma":[0.003314571,0.00006457949,0.9733536,0.01924258,0.001708439,0.00001034486,0.0001955304,0.0006841655,0.000006271936,0.0005098899,0.0006607181,0.0002493567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6958258,0.2344836,0.05410083,0.0006307279,0.001168644,0.01283903,0.00001342587,0.000239141,0.0006988792],"genre_scores_gemma":[0.9906665,0.007281083,0.001285072,0.0002157866,0.0001478569,0.0001741232,0.00002753918,0.00003520768,0.0001668024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052058,"threshold_uncertainty_score":0.6900731,"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."}}