{"id":"W4414649421","doi":"10.1136/bmjqs-2025-019170","title":"Impact of medical safety huddles on patient safety: a stepped-wedge cluster randomised study","year":2025,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; TD Bank Group; Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Cluster (spacecraft); Patient safety; Medical device; MEDLINE; Quality management; Health services research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007782658,0.002228819,0.005018345,0.001340674,0.0008962657,0.001250719,0.002188859,0.003221916,0.00863961],"category_scores_gemma":[0.01118122,0.00132886,0.002716426,0.00120063,0.002048823,0.001508298,0.001757851,0.001973793,0.001099092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316389,"about_ca_system_score_gemma":0.005047607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057417,"about_ca_topic_score_gemma":0.002920073,"domain_scores_codex":[0.9902657,0.006062699,0.0006915201,0.001282081,0.0009135634,0.000784398],"domain_scores_gemma":[0.9929587,0.002460876,0.001250707,0.001052487,0.0006370757,0.001640168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9355215,0.04053303,0.001136283,0.001762777,0.001112522,0.00006952402,0.0002254225,0.001194184,0.0009422515,0.0002437672,0.0005698641,0.01668881],"study_design_scores_gemma":[0.871921,0.1241571,0.001851111,0.00008698378,0.0003339559,0.00001799969,0.00005554691,0.000709542,0.0002426453,0.0002671479,0.0003286336,0.00002837591],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265007,0.001141347,0.002629979,0.0003515823,0.0005806029,0.06665438,0.0008339058,0.0001750852,0.00113243],"genre_scores_gemma":[0.8963395,0.0007305394,0.01218902,0.0008196218,0.000331634,0.08715487,0.0004814146,0.00002743903,0.001925903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00863961,"threshold_uncertainty_score":0.04115909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102196115490583,"score_gpt":0.5346740089625304,"score_spread":0.4324778934719473,"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."}}