{"id":"W2326210207","doi":"10.1097/aap.0000000000000181","title":"Infection Related to Ultrasound-Guided Single-Injection Peripheral Nerve Blockade","year":2014,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Ultrasound; Blockade; Nerve block; Peripheral nerve; Peripheral; Surgery; Regional anesthesia; Anesthesia; Radiology; Internal medicine; Anatomy","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":[0.002953839,0.0004047873,0.0006150146,0.000376353,0.0002285991,0.00002321223,0.0001407801,0.0002268623,0.0003815626],"category_scores_gemma":[0.0003708178,0.0003225752,0.0001961767,0.0007965778,0.0002273429,0.00009221034,0.000006288599,0.0003060987,0.000156927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692082,"about_ca_system_score_gemma":0.0000521498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005178997,"about_ca_topic_score_gemma":0.0000223355,"domain_scores_codex":[0.9966919,0.0007406809,0.0006424974,0.0006003826,0.0008240182,0.0005004695],"domain_scores_gemma":[0.9980991,0.0005342289,0.0001914055,0.000506262,0.0002189093,0.0004501197],"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":[0.0008310332,0.000858347,0.2787444,0.0004956062,0.0003195916,0.0005334058,0.002868264,0.001757326,0.02290419,0.01110225,0.6740726,0.005513044],"study_design_scores_gemma":[0.001750022,0.003455701,0.139551,0.0006763926,0.0002221329,0.006170638,0.0002479878,0.001927111,0.0001604362,0.001095311,0.8443649,0.0003783613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6743947,0.0001354739,0.007343479,0.3160023,0.00002509027,0.0008225927,1.091129e-8,0.0003993632,0.0008770308],"genre_scores_gemma":[0.7407365,0.00006534005,0.0009760677,0.2479356,0.001120352,0.00008975685,0.0001098549,0.00008662704,0.008879805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1702924,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217597337687626,"score_gpt":0.2656781967848476,"score_spread":0.2435022234079713,"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."}}