{"id":"W1498317042","doi":"10.1111/anae.13102","title":"The National Essential Anaesthesia Drugs List","year":2015,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Economic shortage; Government (linguistics); Notice; Essential medicines; Compromise; Pharmaceutical industry; Unavailability; Supply chain; Business; Public health; Marketing; Law; Pharmacology; Nursing; Engineering","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001390291,0.0006837057,0.00145975,0.0002476289,0.000384283,0.0002518695,0.0005643353,0.001128062,0.000142997],"category_scores_gemma":[0.000380867,0.0004483822,0.001362767,0.0004200633,0.000500451,0.0001101349,0.00006741949,0.001936742,0.0007831299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547714,"about_ca_system_score_gemma":0.001022673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599443,"about_ca_topic_score_gemma":0.00001100137,"domain_scores_codex":[0.9945872,0.0004029541,0.0007211068,0.0007302566,0.00268434,0.0008741462],"domain_scores_gemma":[0.9973681,0.0005277222,0.0003085347,0.0008141098,0.0006721963,0.0003093311],"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":[0.0001148557,0.00004010148,0.001063148,0.00005526575,0.0002584737,0.002670042,0.0001084294,7.95711e-7,0.000001937586,0.002252176,0.9872812,0.006153574],"study_design_scores_gemma":[0.0008147779,0.0001885757,0.001837793,0.00008435461,0.0004074321,0.0007067174,0.00005108603,0.00002458178,0.0000106864,0.0003722584,0.9949872,0.0005145593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002325319,0.001899623,0.000005569688,0.9014652,0.000402038,0.0006788735,0.00001587347,0.0002173951,0.09299012],"genre_scores_gemma":[0.00909659,0.001008008,0.0001934661,0.8929972,0.01122475,0.0001332313,0.0006287012,0.0002294638,0.0844886],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01082271,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073565455839283,"score_gpt":0.2831818641821311,"score_spread":0.2624462096237383,"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."}}