{"id":"W3030370941","doi":"10.1136/rapm-2020-101407","title":"Incidence and etiology of postoperative neurological symptoms after peripheral nerve block: a retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Etiology; Retrospective cohort study; Incidence (geometry); Neurology; Cohort; Surgery; Complication; Orthopedic surgery; Nerve injury; Pediatrics; Internal medicine","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":[0.001123342,0.0002312124,0.0004138196,0.00101424,0.0004120875,0.0006252081,0.0004398299,0.0003430806,0.00107304],"category_scores_gemma":[0.002867279,0.0003466523,0.0004597422,0.001354226,0.0002864086,0.0006312188,0.0005400844,0.0003487587,0.0001910814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191105,"about_ca_system_score_gemma":0.0003978672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690419,"about_ca_topic_score_gemma":0.003591312,"domain_scores_codex":[0.9989761,0.00020436,0.0001764957,0.0002951674,0.0002281142,0.000119695],"domain_scores_gemma":[0.9970138,0.0004809599,0.001814148,0.0002130017,0.0002285301,0.0002495259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004474942,0.00001370462,0.9993021,0.000008085284,0.00002416798,0.00009203464,0.00003576234,0.00001029756,0.00008355988,0.000004753538,0.0000226021,0.0003581227],"study_design_scores_gemma":[0.000005741987,0.0001454732,0.9981887,0.0000115192,0.00003859599,0.001128313,0.0002052121,0.0001021326,0.00005172142,0.000006459486,0.000112131,0.000004006103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991664,0.000274383,0.00008854384,0.00001129977,0.000003103517,0.00001701967,0.000275771,0.000001999321,0.0001614723],"genre_scores_gemma":[0.9993107,0.0002490637,0.00006771972,0.00001600601,0.000006518902,0.00001369704,0.000296806,0.000002077146,0.00003731986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003690419,"threshold_uncertainty_score":0.007337868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454416479748274,"score_gpt":0.252208038522026,"score_spread":0.2376638737245433,"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."}}