{"id":"W1996657275","doi":"10.1046/j.1365-2044.2001.02181-33.x","title":"Safety, cost and predrawn emergency drugs.","year":2001,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Medicine; Accidental; Medical emergency; Ephedrine; Anesthesia; Emergency medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004450109,0.0003385956,0.0004688248,0.0001812147,0.0007991557,0.000001483276,0.0003185627,0.001302936,0.002918739],"category_scores_gemma":[0.0001205292,0.0003054164,0.00009892102,0.0002397931,0.0001185418,0.000109174,0.00009186865,0.002622104,0.001486163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138393,"about_ca_system_score_gemma":0.0003451284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002717316,"about_ca_topic_score_gemma":0.00006399854,"domain_scores_codex":[0.9969254,0.0005596338,0.0008011566,0.0005024731,0.0004427342,0.0007686226],"domain_scores_gemma":[0.9983353,0.0001279503,0.0006079169,0.0006140475,0.0001209073,0.0001938824],"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":[0.00001678376,0.00001519781,0.01091034,0.000211802,0.00002912837,0.00006096829,0.001643151,5.815421e-7,2.51579e-7,0.0001802839,0.9778854,0.009046066],"study_design_scores_gemma":[0.0004063493,0.00005238291,0.01199022,0.0002779698,0.00007005224,0.000004092782,0.0002797727,0.0000107589,1.839487e-7,0.0004269582,0.9861796,0.0003015974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009165452,0.0007431964,0.0003692282,0.9250603,0.001402653,0.001515959,0.00006668374,0.0001789568,0.06974647],"genre_scores_gemma":[0.002930181,0.01287039,0.0001356731,0.8844885,0.00434819,0.0004785481,0.001471519,0.0001179074,0.09315911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04057183,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04996304093531306,"score_gpt":0.371645114416728,"score_spread":0.321682073481415,"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."}}