{"id":"W4206563114","doi":"10.1002/0471266949.bmc296","title":"Quality Assurance","year":2021,"lang":"en","type":"other","venue":"Burger's Medicinal Chemistry and Drug Discovery","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apotex (Canada)","funders":"","keywords":"Quality assurance; Quality (philosophy); Business; Quality management system; Risk analysis (engineering); Best practice; Process management; Engineering management; Quality management; Operations management; Management system; Engineering; Marketing; Management; Service (business)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.07313135,0.001007649,0.0009829815,0.004817046,0.003733712,0.01643481,0.003601633,0.002505261,0.07670043],"category_scores_gemma":[0.1446633,0.0005411815,0.000982393,0.004642804,0.004031613,0.005250955,0.005694983,0.004264134,0.03747821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009234884,"about_ca_system_score_gemma":0.03595349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348688,"about_ca_topic_score_gemma":0.006756967,"domain_scores_codex":[0.8917773,0.03594976,0.007826196,0.007282195,0.05388209,0.003282563],"domain_scores_gemma":[0.7546319,0.03690497,0.01057968,0.03112889,0.159312,0.007442435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000131954,0.0002172057,0.0045047,0.001315862,0.00004324665,0.0001937685,0.00221458,0.001020717,0.002221214,0.1229254,0.3578539,0.5073575],"study_design_scores_gemma":[0.00001407082,0.00006334354,0.001785723,0.001052543,0.00001426409,0.000132029,0.0005529951,0.0005832209,0.001312279,0.009808997,0.9846554,0.00002522257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006387941,0.008332773,0.1983194,0.06103006,0.007047217,0.006490133,0.007075623,0.005573449,0.6997433],"genre_scores_gemma":[0.186431,0.01387491,0.2459804,0.0338483,0.004430728,0.007157379,0.01679852,0.003313782,0.488165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07670043,"threshold_uncertainty_score":0.3867602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016748477291747,"score_gpt":0.3741864325652773,"score_spread":0.3440189477923599,"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."}}