{"id":"W2008814643","doi":"10.1111/anae.12059","title":"Ensuring a sustainable supply of drugs for anaesthesia and peri‐operative care","year":2012,"lang":"en","type":"editorial","venue":"Anaesthesia","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Economic shortage; Government (linguistics); Medical emergency; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006592662,0.0004351844,0.001184345,0.0003576404,0.0001871424,0.0001272011,0.0003786627,0.0006398862,0.00008042171],"category_scores_gemma":[0.0002339339,0.0005113151,0.0002765936,0.0001380477,0.000165428,0.0003006571,0.0001131112,0.0004048122,0.00004921373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762115,"about_ca_system_score_gemma":0.0001963999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000890736,"about_ca_topic_score_gemma":0.00003392624,"domain_scores_codex":[0.9976359,0.00002851575,0.0008529544,0.0006290909,0.00006232443,0.0007912136],"domain_scores_gemma":[0.9983452,0.0001785739,0.0005884945,0.0004387385,0.0002000599,0.0002489518],"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":[0.0001668492,0.0001322238,0.004280895,0.001869929,0.0002861217,0.00001131087,0.009332038,0.00001779706,0.000002977945,0.2939934,0.6828527,0.007053764],"study_design_scores_gemma":[0.0008486594,0.0002408394,0.000379609,0.00004671107,0.00005222797,9.190879e-7,0.0008044631,0.0001150778,0.00004765436,0.004408496,0.9924986,0.0005567766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.2638016,0.2178506,0.000265135,0.004348685,0.4212826,0.007395166,0.01087932,0.0002761585,0.07390067],"genre_scores_gemma":[0.7353113,0.0101711,0.0008469541,0.0004990093,0.2488929,0.0004075149,0.0005801153,0.0002880839,0.003003053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4715097,"threshold_uncertainty_score":0.9997339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888353035709555,"score_gpt":0.2777896521429329,"score_spread":0.2589061217858373,"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."}}