{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0133737,0.00140493,0.0009360259,0.001752785,0.01046259,0.01990565,0.002292103,0.009166491,0.05972435],"category_scores_gemma":[0.03001234,0.0007976005,0.001056243,0.001448157,0.008308974,0.01494535,0.02480615,0.02236458,0.02656889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008395739,"about_ca_system_score_gemma":0.02971105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008274231,"about_ca_topic_score_gemma":0.01706997,"domain_scores_codex":[0.9814243,0.006718218,0.0008961643,0.001411424,0.006124902,0.003425012],"domain_scores_gemma":[0.9345524,0.004130891,0.002077768,0.002992132,0.01027115,0.04597565],"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":[0.00003522589,0.00004025309,0.0006063502,0.0001894891,0.00001687663,0.0001914379,0.001487544,0.00005807833,0.0001342246,0.0145866,0.9173485,0.06530534],"study_design_scores_gemma":[0.000007989936,0.00003957126,0.0005603501,0.0004522387,0.000004092006,0.0002384307,0.001609314,0.00004079815,0.00007562437,0.004183312,0.992763,0.00002535117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002254961,0.02338337,0.003415296,0.8599036,0.0462456,0.00007967625,0.0003660238,0.001120885,0.06323055],"genre_scores_gemma":[0.1037915,0.04915775,0.02143365,0.5784472,0.0360977,0.0003544479,0.001483031,0.002594358,0.2066404],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05972435,"threshold_uncertainty_score":0.1997979,"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."}}