{"id":"W2142611061","doi":"10.1186/1472-6963-13-485","title":"Medication reconciliation at admission and discharge: a time and motion study","year":2013,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; McGill University","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Medicine; Health administration; Health informatics; Pharmacy; Patient safety; Nursing research; Public health; Medical emergency; Emergency medicine; Family medicine; Nursing; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002043389,0.00008819722,0.0001922908,0.0001420116,0.0003289678,0.00004699723,0.00005562586,0.00006244689,0.0007445064],"category_scores_gemma":[0.0001257466,0.00006513197,0.00001334749,0.0002027245,0.00003969594,0.0003479467,0.0001411031,0.0002807209,0.0003360809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395702,"about_ca_system_score_gemma":0.000119914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008949941,"about_ca_topic_score_gemma":0.0001273579,"domain_scores_codex":[0.9978333,0.0005730348,0.0002979351,0.0003103614,0.0006650916,0.0003203192],"domain_scores_gemma":[0.9984221,0.0004604138,0.00009796117,0.000197639,0.0001895608,0.0006322975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002855815,0.0003436811,0.9557599,0.001726848,0.00001559587,8.960131e-7,0.004139621,2.687758e-7,0.0009010982,0.000009091564,0.0002099189,0.03660752],"study_design_scores_gemma":[0.001585614,0.0008291872,0.9513395,0.0001489688,0.0000131361,0.000009135686,0.001580909,0.04071037,0.00005299292,0.00005614741,0.003613795,0.00006028569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904158,0.0009044891,0.000010374,0.005858961,0.00004200384,0.002391036,0.000003253112,0.00003041053,0.00034372],"genre_scores_gemma":[0.9966825,0.0006258485,0.0002196125,0.000983556,0.00008425533,0.00009485814,0.00005773145,0.00001204356,0.001239543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0407101,"threshold_uncertainty_score":0.8151822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1980155079840901,"score_gpt":0.5195477202507078,"score_spread":0.3215322122666178,"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."}}