{"id":"W4381742269","doi":"10.5114/ait.2023.128703","title":"Series of errors leading to life-threatening transfusion-associated circulatory overload","year":2023,"lang":"en","type":"letter","venue":"Anaesthesiology Intensive Therapy","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care; 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":[0.0003415205,0.0006096526,0.001786242,0.0008071162,0.000133977,0.00001061043,0.0003092856,0.001238733,0.0002265738],"category_scores_gemma":[0.0003590157,0.0005197278,0.0005750803,0.0005752092,0.0003099462,0.00005677462,0.0000505088,0.001291306,0.0001984959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028727,"about_ca_system_score_gemma":0.0002016083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288944,"about_ca_topic_score_gemma":0.00009001301,"domain_scores_codex":[0.9969962,0.0002643021,0.0007715032,0.000811259,0.0004343832,0.000722312],"domain_scores_gemma":[0.9976918,0.000195143,0.0002779553,0.0006805027,0.0009646271,0.0001899827],"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":[0.0009777661,0.0001006358,0.003223113,0.0001892822,0.002227759,0.001785636,0.002595311,0.00001404715,0.01614706,0.00009223272,0.9660099,0.006637265],"study_design_scores_gemma":[0.008333161,0.01880302,0.06186822,0.003194567,0.001626023,0.0002126154,0.004827747,0.0000184567,0.007381137,0.001018654,0.8905481,0.002168284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5031928,0.0006237167,0.00002155728,0.4933407,0.0008084861,0.001290346,0.00003226149,0.0003217644,0.000368436],"genre_scores_gemma":[0.06219685,0.008919273,0.00008643261,0.924172,0.0005265403,0.0001317978,0.0002722659,0.0002235896,0.003471219],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4409959,"threshold_uncertainty_score":0.9997254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04950428652024472,"score_gpt":0.2847940987695086,"score_spread":0.2352898122492638,"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."}}