{"id":"W1583820583","doi":"10.1111/jorc.12107","title":"A FORMAL MEDICATION RECONCILIATION PROGRAMME IN A HAEMODIALYSIS UNIT CAN IDENTIFY MEDICATION DISCREPANCIES AND POTENTIALLY PREVENT ADVERSE DRUG EVENTS","year":2015,"lang":"en","type":"article","venue":"Journal of Renal Care","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Ontario Drug Policy Research Network; University of Toronto","funders":"","keywords":"Medicine; Adverse effect; Drug; Dosing; Patient safety; Emergency medicine; Intensive care medicine; Internal medicine; Health care; Pharmacology","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":[0.007437223,0.0004560659,0.0005911404,0.001376171,0.002318691,0.001330904,0.001260512,0.001176843,0.003832944],"category_scores_gemma":[0.04550109,0.0003589372,0.0006069439,0.0009507667,0.0009286874,0.001657922,0.003463725,0.001144569,0.0006422239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463955,"about_ca_system_score_gemma":0.005008067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002477307,"about_ca_topic_score_gemma":0.003511472,"domain_scores_codex":[0.9929934,0.004395368,0.0008005178,0.0004390774,0.0009010426,0.0004705028],"domain_scores_gemma":[0.9649053,0.01123571,0.01185876,0.002754988,0.00313087,0.00611433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009989268,0.004577603,0.5230408,0.001424206,0.0001475182,0.001264999,0.009509232,0.001023959,0.002689227,0.0003551751,0.0096752,0.4452932],"study_design_scores_gemma":[0.0003282453,0.004550506,0.9662009,0.001151435,0.0001218776,0.002040869,0.004995176,0.002987098,0.001475403,0.0007594997,0.015268,0.0001208992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780628,0.001824516,0.005278975,0.004082144,0.0001492887,0.001295731,0.0002142943,0.0007201558,0.008372151],"genre_scores_gemma":[0.9895641,0.0005082506,0.007673783,0.0009422676,0.000120715,0.0003811149,0.000158096,0.00001293628,0.0006387679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007437223,"threshold_uncertainty_score":0.03933227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09947003258598255,"score_gpt":0.3907349964829375,"score_spread":0.291264963896955,"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."}}