{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391937,0.0003114104,0.0009255482,0.0000886022,0.00007615625,0.000006310752,0.0001456057,0.000127481,0.0002134692],"category_scores_gemma":[0.0001963724,0.0002117149,0.00009328017,0.0003129969,0.0007761001,0.00004990979,0.0000221129,0.0003270969,0.000006866364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000407177,"about_ca_system_score_gemma":0.00005719098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008777598,"about_ca_topic_score_gemma":0.000006745418,"domain_scores_codex":[0.997081,0.0008906,0.0004761201,0.0006427726,0.000624096,0.0002853604],"domain_scores_gemma":[0.9987389,0.0003335754,0.0001596668,0.0002585664,0.0002170612,0.0002922029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001838957,0.0002350345,0.9867408,0.00005623957,0.0001426834,0.002446958,0.003283812,0.000008871643,0.0001880667,0.0006832944,0.004294747,0.00008053432],"study_design_scores_gemma":[0.001563093,0.01408115,0.9647714,0.0001132249,0.0002333478,0.0008285613,0.001020441,0.001268009,0.00000327937,0.00008766763,0.01585252,0.0001772956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740705,0.0003463314,0.0001066486,0.257744,0.000002248254,0.001018159,4.419521e-8,0.00004637105,0.00003115931],"genre_scores_gemma":[0.782971,0.00007119845,0.0001311399,0.2163889,0.000174262,0.0001015439,0.000009454679,0.00001963381,0.0001328221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04226599,"threshold_uncertainty_score":0.8633482,"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."}}