{"id":"W1877680364","doi":"10.1097/aln.0000000000000905","title":"Perioperative Medication Errors","year":2015,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Anesthesia; 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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0008200794,0.0002964191,0.0005937093,0.0001926924,0.0004303702,5.360842e-7,0.0004302752,0.002628115,0.001847462],"category_scores_gemma":[0.0008801188,0.0002347606,0.00007998223,0.0001391115,0.0003211789,0.00006875308,0.00007158518,0.003595499,0.006583615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368318,"about_ca_system_score_gemma":0.00158048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274062,"about_ca_topic_score_gemma":0.00002538732,"domain_scores_codex":[0.9958272,0.001946933,0.0006819453,0.0004993229,0.0003911771,0.000653436],"domain_scores_gemma":[0.9974966,0.0006790463,0.0007026326,0.000611347,0.0003554501,0.000154931],"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":[0.00001909957,0.00001143949,0.004746898,0.00009002585,0.00002408744,0.00007998512,0.004417294,0.000001785496,0.000003483708,0.0001308047,0.9902255,0.0002495735],"study_design_scores_gemma":[0.0004327918,0.0001570659,0.009659074,0.0001169366,0.00004401098,0.00001572185,0.0008969778,0.00001056374,0.000001145483,0.0003781807,0.988059,0.0002284726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006963082,0.000360609,0.00009361313,0.9672656,0.002492483,0.001009807,0.0000293255,0.000205454,0.02157999],"genre_scores_gemma":[0.007269601,0.0001255374,0.0001474793,0.9551513,0.004612298,0.0006241716,0.002964318,0.00005746371,0.02904785],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01211436,"threshold_uncertainty_score":0.999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217793645969542,"score_gpt":0.4193771410453686,"score_spread":0.2975977764484144,"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."}}