{"id":"W376535567","doi":"10.1155/2015/789369","title":"Antimicrobial Shortages: Another Hurdle for Clinicians","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Inland Hospital; University of Calgary; Université de Sherbrooke","funders":"","keywords":"Antimicrobial stewardship; Business; Economic shortage; Discontinuation; Intensive care medicine; Quality (philosophy); Risk analysis (engineering); Medicine; Antibiotic resistance; Antibiotics; Surgery","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":[0.02285565,0.0007309261,0.001441036,0.001606043,0.006805424,0.01035355,0.003927089,0.02099469,0.06462685],"category_scores_gemma":[0.07925485,0.000865404,0.001048938,0.002122971,0.006329141,0.01443445,0.008950766,0.02402664,0.02050422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006332552,"about_ca_system_score_gemma":0.02246619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008462494,"about_ca_topic_score_gemma":0.01349789,"domain_scores_codex":[0.98574,0.005448561,0.001137042,0.001208078,0.004167853,0.002298556],"domain_scores_gemma":[0.8727623,0.02797492,0.006971215,0.003326087,0.02037169,0.06859379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006098831,0.0001077089,0.001793784,0.0002738426,0.00002747724,0.0005402299,0.0005756553,0.0001570933,0.00007641481,0.01256496,0.9252105,0.05861136],"study_design_scores_gemma":[0.0001683989,0.0002040447,0.003597134,0.003400327,0.0000332274,0.001960909,0.006920626,0.0003203459,0.00009700727,0.08945931,0.8937514,0.00008720115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005810389,0.005361761,0.0003431489,0.9842781,0.004007277,0.000007124743,0.00004814693,0.00004123164,0.005332102],"genre_scores_gemma":[0.03818626,0.02312934,0.002774197,0.8994787,0.02789893,0.0001069726,0.0002014157,0.0001705895,0.008053614],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06462685,"threshold_uncertainty_score":0.2161983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276893310078492,"score_gpt":0.2863938674478909,"score_spread":0.2436249343471059,"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."}}