{"id":"W4394769091","doi":"10.4103/aca.aca_160_23","title":"Epidural Catheterization in Cardiac Surgery: A Systematic Review and Risk Assessment of Epidural Hematoma","year":2024,"lang":"en","type":"review","venue":"Annals of Cardiac Anaesthesia","topic":"Spinal Hematomas and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Epidural hematoma; Medicine; Hematoma; Cardiac catheterization; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002192407,0.0005041542,0.009293227,0.0005294596,0.00003253468,0.0000204158,0.0001541718,0.0002236911,0.000005365061],"category_scores_gemma":[0.0002716206,0.0003648098,0.002513203,0.0009826769,0.0001050297,0.0000837887,0.00007004747,0.0003236664,0.00001219723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005577492,"about_ca_system_score_gemma":0.0004521299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007524895,"about_ca_topic_score_gemma":9.104346e-7,"domain_scores_codex":[0.995699,0.0009177482,0.002166918,0.0004775205,0.0004380537,0.0003007481],"domain_scores_gemma":[0.9969997,0.0003045272,0.00132158,0.0009314107,0.0002864792,0.0001562427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002395763,0.0000639475,0.001346116,0.9460855,0.001175598,0.0000117279,0.00002661405,3.498991e-8,1.716716e-7,0.001150782,0.0008496347,0.0492875],"study_design_scores_gemma":[0.00004166079,0.0001879838,0.00330444,0.9377065,0.03113496,0.00007883536,0.00003639661,0.00001577437,0.000004059975,0.0001075907,0.02695054,0.0004313047],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005531656,0.9952011,0.00001004322,0.0003317869,0.00007608162,0.003381171,0.0001836728,0.00003611057,0.0002268944],"genre_scores_gemma":[0.00196771,0.9966467,0.0001276252,0.00008804454,0.00004357223,0.0008125892,0.0001952447,0.00007499679,0.00004352486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0488562,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07099290819155964,"score_gpt":0.4072052373804165,"score_spread":0.3362123291888569,"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."}}