{"id":"W4415471791","doi":"10.1097/01.asm.0001171404.84163.2d","title":"MHAUS – Four Decades of Excellence and a Legacy of Patient Safety","year":2025,"lang":"en","type":"article","venue":"ASA Monitor","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient safety; Excellence; MEDLINE; Patient care; Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00009072033,0.00007167409,0.0004007522,0.00006471484,0.00001896793,0.000003909686,0.00003405885,0.00005150569,0.00001711697],"category_scores_gemma":[0.0001263771,0.00005436209,0.000128563,0.0001208838,0.00007595098,0.00003257106,0.00002752366,0.00005689924,0.000002148653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001220946,"about_ca_system_score_gemma":0.00003688955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006887181,"about_ca_topic_score_gemma":8.324178e-7,"domain_scores_codex":[0.999387,0.00002759042,0.0002313024,0.000110074,0.0001506411,0.00009343154],"domain_scores_gemma":[0.9993297,0.0003462988,0.0000525344,0.00015836,0.00006029959,0.00005275493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008670016,0.0002045078,0.8692039,0.0005298029,0.0002399485,0.0001127887,0.000663303,0.000004157697,0.007075562,0.004835831,0.0005548062,0.1157084],"study_design_scores_gemma":[0.001604636,0.0003284717,0.8638994,0.0004257058,0.0002088725,0.00003362132,0.0007120146,0.00002527889,0.04184195,0.00008759516,0.09072067,0.0001117854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864107,0.001443762,0.00003074679,0.0008445732,0.0001278412,0.0001647242,0.00000260766,0.00001058206,0.01096445],"genre_scores_gemma":[0.9972974,0.0002949166,0.0004497759,0.00009259277,0.00003145654,0.000004746221,0.000001071175,0.000004286342,0.001823746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155967,"threshold_uncertainty_score":0.2216822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008253701739571906,"score_gpt":0.2654344542157139,"score_spread":0.257180752476142,"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."}}