{"id":"W4408316985","doi":"10.1007/s43678-025-00868-8","title":"Just the facts: erector spinae plane blocks for rib fractures in the emergency department","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Plane (geometry); Erector spinae muscles; Physical therapy; Physical medicine and rehabilitation; Electromyography; Psychiatry","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":[0.0009303719,0.0006454877,0.0008566207,0.001075924,0.001876089,0.002167727,0.0009526346,0.008392877,0.00790317],"category_scores_gemma":[0.0106856,0.0004007612,0.0008498508,0.0006611056,0.001441757,0.003812233,0.0006936725,0.01087791,0.002296667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352917,"about_ca_system_score_gemma":0.003642483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033542,"about_ca_topic_score_gemma":0.02315094,"domain_scores_codex":[0.998792,0.0002582417,0.0002180461,0.000116242,0.0003668749,0.0002487512],"domain_scores_gemma":[0.9969246,0.001055151,0.0004941654,0.0001385767,0.0005372234,0.0008503761],"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":[0.001357361,0.0006791857,0.05503968,0.001020668,0.0002321253,0.3053752,0.001033237,0.001140111,0.002384861,0.005343671,0.3953626,0.2310313],"study_design_scores_gemma":[0.0007289745,0.001203212,0.07902937,0.007888764,0.0004490988,0.6349205,0.008588572,0.002329956,0.002116802,0.028832,0.2335656,0.0003472518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08360913,0.09730166,0.006470136,0.7156989,0.03177032,0.0002075591,0.0005609912,0.0003211743,0.06406018],"genre_scores_gemma":[0.6277105,0.08441747,0.01021372,0.1491392,0.1133759,0.0001260359,0.0006892988,0.0002431515,0.01408485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008392877,"threshold_uncertainty_score":0.02643871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08606042495901257,"score_gpt":0.3766700613639683,"score_spread":0.2906096364049557,"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."}}