{"id":"W2170103466","doi":"10.4212/cjhp.v67i2.1343","title":"Decentralized Automated Dispensing Devices: Systematic Review of Clinical and Economic Impacts in Hospitals","year":2014,"lang":"en","type":"review","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Systematic review; MEDLINE; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01761666,0.0005550955,0.008062661,0.0004548677,0.0003294254,0.00004060075,0.0009943171,0.0003445471,0.0001343429],"category_scores_gemma":[0.003718373,0.0003400264,0.0008082274,0.0003461857,0.00023113,0.0002326701,0.00006011692,0.002654509,0.00009564003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730681,"about_ca_system_score_gemma":0.02643046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02621007,"about_ca_topic_score_gemma":0.077373,"domain_scores_codex":[0.9805465,0.008024065,0.009585833,0.0003176816,0.0003180761,0.001207808],"domain_scores_gemma":[0.9840509,0.003440747,0.01002981,0.0006055327,0.0003583891,0.001514584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006172205,0.0000129297,0.002774217,0.9838733,0.0003708655,0.0000526704,0.0003232463,2.50379e-7,5.670959e-9,0.00008652895,0.004841411,0.007658398],"study_design_scores_gemma":[0.0009046619,0.0001898023,0.000173356,0.8039848,0.001578785,0.0001202452,0.00006450431,0.00005165065,2.269743e-8,0.00002081473,0.1926365,0.0002748537],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00248516,0.9868433,9.604627e-7,0.001070419,0.00322218,0.006103566,0.00006003929,0.00001995272,0.0001943625],"genre_scores_gemma":[0.008573269,0.9898207,0.00002117825,0.0008457209,0.0005347183,0.00006224235,0.00001224874,0.00009872524,0.00003118011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1877951,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009344873738585,"score_gpt":0.5255784690339087,"score_spread":0.4246439816600502,"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."}}