{"id":"W2312381235","doi":"10.1515/pthp-2015-0002","title":"Proof of Concept and Pilot Study on the Development and Implementation of an Electronic Medication Administration Record","year":2015,"lang":"en","type":"article","venue":"Pharmaceutical Technology in Hospital Pharmacy","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Université de Montréal; National Semiconductor","keywords":"Pharmacy; Administration (probate law); Medicine; Pharmacist; Drug administration; Electronic medical record; Electronic records; Electronic health record; Medical emergency; Nursing; Computer science; Pharmacology; Database","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.01665591,0.001180598,0.0005005792,0.000648153,0.001176453,0.001272464,0.002409209,0.001806991,0.008141688],"category_scores_gemma":[0.01237278,0.0004063724,0.0008331498,0.0002760705,0.000927184,0.001220294,0.001342841,0.001241799,0.00133947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465703,"about_ca_system_score_gemma":0.009834517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009467899,"about_ca_topic_score_gemma":0.0115156,"domain_scores_codex":[0.9913411,0.004218745,0.0005541191,0.0005149111,0.002511187,0.0008600594],"domain_scores_gemma":[0.9837869,0.003527318,0.001333807,0.00114047,0.007920301,0.002291252],"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":[0.0128347,0.1548951,0.04311046,0.01167023,0.0006662373,0.003966622,0.008918661,0.004505599,0.2983893,0.004761487,0.01668654,0.4395951],"study_design_scores_gemma":[0.01025912,0.5951838,0.08327637,0.001328484,0.0008437549,0.001725078,0.007929818,0.00727747,0.2106796,0.0005629133,0.08066179,0.0002717861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8443845,0.0006618077,0.06221939,0.002015863,0.000679081,0.07698498,0.002019579,0.0008596423,0.01017525],"genre_scores_gemma":[0.7551826,0.0007353247,0.2064626,0.001161807,0.0001306974,0.02270928,0.00164108,0.00009609499,0.01188044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01665591,"threshold_uncertainty_score":0.08808589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153247802442685,"score_gpt":0.5194784107064357,"score_spread":0.3662306082637508,"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."}}