{"id":"W1539630599","doi":"10.1177/1078155215589980","title":"Evidence-based practice in times of drug shortage","year":2015,"lang":"en","type":"review","venue":"Journal of Oncology Pharmacy Practice","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Economic shortage; Medicine; Drug; Pharmacodynamics; Intensive care medicine; Clinical Practice; Pharmacokinetics; Drug development; Pharmacology; Family medicine","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":[0.0182437,0.0009602513,0.002974088,0.006951553,0.000545542,0.004513954,0.002904508,0.005778235,0.006056138],"category_scores_gemma":[0.09030285,0.0007284738,0.001766754,0.006070864,0.002123491,0.00451239,0.002395476,0.004205483,0.001264054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113242,"about_ca_system_score_gemma":0.01008937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051053,"about_ca_topic_score_gemma":0.004639584,"domain_scores_codex":[0.9885075,0.006514279,0.001966848,0.000551822,0.002226813,0.0002327744],"domain_scores_gemma":[0.9012299,0.08380975,0.00659415,0.001850832,0.005708724,0.000806588],"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":[0.00009706084,0.00008763449,0.0007493428,0.1391742,0.001039339,0.0004821019,0.000535418,0.001238422,0.0001670433,0.03065032,0.03175198,0.7940271],"study_design_scores_gemma":[0.000131615,0.00007931609,0.002402484,0.4810637,0.001011549,0.001073325,0.0007939136,0.0005559832,0.0002439834,0.06412571,0.4484554,0.0000629986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000234955,0.9841818,0.001204102,0.01060576,0.0005323562,0.0000622027,0.00006028334,0.00001393775,0.003104613],"genre_scores_gemma":[0.01061495,0.9803482,0.004096704,0.003724159,0.0006662839,0.0001192529,0.00009548604,0.000007311975,0.0003277492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0182437,"threshold_uncertainty_score":0.09648305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6899323120443571,"score_gpt":0.6156431659316067,"score_spread":0.07428914611275039,"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."}}