{"id":"W2995630287","doi":"10.4212/cjhp.v72i6.2941","title":"Evaluation of a Novel Audit Tool for Medication Reconciliation at Hospital Discharge","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Audit; Medicine; Documentation; Quality management; Hospital discharge; Medical emergency; Medication Reconciliation; Family medicine; Clinical pharmacy; MEDLINE; Emergency medicine; Pharmacist; Nursing; Pharmacy; Service (business); Intensive care medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.07877779,0.001234695,0.00146907,0.003337446,0.001222551,0.002983148,0.002712701,0.001230399,0.001870324],"category_scores_gemma":[0.1575484,0.001026006,0.001714536,0.002559192,0.0008228167,0.003149313,0.003122572,0.001550406,0.0005572307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003868167,"about_ca_system_score_gemma":0.009068491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413886,"about_ca_topic_score_gemma":0.007585999,"domain_scores_codex":[0.9135852,0.05270821,0.01349671,0.002745088,0.01530622,0.002158563],"domain_scores_gemma":[0.7954743,0.1110555,0.0220769,0.01293083,0.0533224,0.005140071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004456585,0.006712661,0.2036594,0.001904787,0.0003809261,0.0005211553,0.005273415,0.003272289,0.004034584,0.0007590937,0.0198893,0.7491359],"study_design_scores_gemma":[0.007178173,0.02592685,0.7742612,0.003408553,0.00134784,0.003074706,0.007558671,0.1006538,0.02788505,0.001228677,0.04639111,0.001085351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359321,0.001229171,0.1133944,0.003617864,0.0009458404,0.02877967,0.004088741,0.006871148,0.005140967],"genre_scores_gemma":[0.6138622,0.000630677,0.365815,0.0008857157,0.0002068774,0.01434448,0.003041424,0.0002363075,0.0009773079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07877779,"threshold_uncertainty_score":0.4166217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317501123332513,"score_gpt":0.4018686841347467,"score_spread":0.2701185718014955,"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."}}