{"id":"W4406074438","doi":"10.1136/bmjopen-2024-087994","title":"Study protocol for a Prospective Observational study of Safety Threats and Adverse events in Trauma (PrO-STAT): a pilot study at a level-1 trauma centre in Canada","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Laerdal Foundation for Acute Medicine; ZOLL Foundation","keywords":"Medicine; Observational study; Major trauma; Emergency medicine; Logistic regression; Protocol (science); Health care; Psychological intervention; Patient safety; Medical emergency; Descriptive statistics; Nursing; Alternative medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02405761,0.002226,0.002812835,0.002946703,0.005574597,0.003269786,0.004118539,0.002071953,0.03394289],"category_scores_gemma":[0.01796465,0.002074979,0.002092335,0.00503017,0.002440142,0.001564624,0.002004026,0.00236088,0.006242238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02251656,"about_ca_system_score_gemma":0.1269105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3902606,"about_ca_topic_score_gemma":0.5292178,"domain_scores_codex":[0.987721,0.004286578,0.00173245,0.001555516,0.002804038,0.001900362],"domain_scores_gemma":[0.9812481,0.002072598,0.002221134,0.001768929,0.009291626,0.003397628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1193501,0.047346,0.254891,0.03047565,0.00180361,0.005077345,0.0212825,0.008549831,0.01022744,0.01567864,0.2614724,0.2238454],"study_design_scores_gemma":[0.06645643,0.02917163,0.596743,0.01198977,0.0007384049,0.0005858547,0.01422401,0.006437323,0.002521903,0.003885294,0.266593,0.0006533261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01533101,0.0002841203,0.003131556,0.0003293357,0.0002115436,0.9667741,0.01131312,0.00008082831,0.002544398],"genre_scores_gemma":[0.0143985,0.0002452687,0.006129821,0.0003999742,0.00005505397,0.9753076,0.002252219,0.00001492471,0.001196522],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6097394,"threshold_uncertainty_score":0.7759781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3180011687543802,"score_gpt":0.4708668893330761,"score_spread":0.152865720578696,"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."}}