{"id":"W1819188154","doi":"10.1046/j.1365-2044.2002.2470_32.x","title":"Effective labelling is difficult, but safety really does matter","year":2002,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; SAFER; Audit; Food and drug administration; Drug administration; Value (mathematics); Syringe; Internet privacy; Medical emergency; Computer security; Pharmacology; Computer science; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05552232,0.0008901021,0.001732754,0.001323031,0.005186137,0.0109986,0.00294821,0.02293861,0.0195733],"category_scores_gemma":[0.1257766,0.0007129299,0.001064984,0.0009884378,0.02407379,0.02172039,0.006311881,0.02278572,0.01461588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004670043,"about_ca_system_score_gemma":0.005362197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003740252,"about_ca_topic_score_gemma":0.005000066,"domain_scores_codex":[0.9443557,0.02171428,0.004296498,0.003984502,0.02281514,0.002833948],"domain_scores_gemma":[0.8466915,0.08538404,0.01344454,0.01223459,0.03201798,0.01022732],"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":[0.0001369629,0.0001029236,0.002105551,0.001750508,0.0001501619,0.0006759597,0.003435478,0.0001712962,0.001284717,0.09528387,0.732524,0.1623787],"study_design_scores_gemma":[0.00005911295,0.0002405495,0.002318555,0.002334506,0.00006811514,0.002469158,0.003470625,0.0002049509,0.0009212182,0.1460822,0.841682,0.0001491408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005487591,0.01018734,0.004148573,0.9594592,0.01435871,0.000017086,0.00003572891,0.0001316068,0.01111284],"genre_scores_gemma":[0.04136387,0.01691666,0.006943983,0.8952084,0.02143818,0.0000588326,0.00009344609,0.0004275918,0.01754898],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05552232,"threshold_uncertainty_score":0.2936335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792802636989136,"score_gpt":0.3248668460110902,"score_spread":0.2969388196411988,"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."}}