{"id":"W2611859990","doi":"10.4212/cjhp.v70i2.1647","title":"Pharmacist Clinical Process Improvement: Applying Lean Principles in a Tertiary Care Setting","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services","funders":"","keywords":"Tertiary care; Lean manufacturing; Pharmacist; Process (computing); Clinical pharmacy; Medicine; Process management; Nursing; Family medicine; Operations management; Computer science; Business; Engineering; Pharmacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0112417,0.0003958951,0.0003767722,0.001109374,0.003621039,0.005070033,0.001699958,0.001160045,0.004150633],"category_scores_gemma":[0.01663052,0.0003616493,0.0007786081,0.001484566,0.001110562,0.001584299,0.00392173,0.002279913,0.0006357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007291662,"about_ca_system_score_gemma":0.0389003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0190864,"about_ca_topic_score_gemma":0.06147888,"domain_scores_codex":[0.9900562,0.00569764,0.0005125761,0.0005566161,0.002029124,0.001147957],"domain_scores_gemma":[0.9819161,0.006897101,0.0018303,0.001435079,0.003600896,0.004320554],"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":[0.001456079,0.01246197,0.1764219,0.001014798,0.0002994318,0.002539703,0.01204168,0.008526099,0.004323251,0.004618846,0.01276503,0.7635312],"study_design_scores_gemma":[0.003855928,0.02055685,0.6525096,0.002861048,0.001121552,0.008397515,0.06742767,0.1217459,0.02911569,0.02539777,0.06642164,0.0005889299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290124,0.0008989035,0.03489306,0.01222718,0.0002116987,0.001344155,0.000228777,0.0007722906,0.02041155],"genre_scores_gemma":[0.9491326,0.000527359,0.04654386,0.001397789,0.0000697795,0.0001851552,0.0001192677,0.00005472435,0.001969386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0190864,"threshold_uncertainty_score":0.05945253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470744757811732,"score_gpt":0.4568075180901,"score_spread":0.3097330423089268,"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."}}