{"id":"W2588020436","doi":"10.1097/01.aoa.0000512004.80967.ab","title":"Local Anesthetic Systemic Toxicity: Continuing Professional Development","year":2017,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Local anesthetic; Anesthetic; Toxicity; Anesthesia; Complication; Infiltration (HVAC); Intensive care medicine; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005947288,0.0004077015,0.0006622093,0.0002662937,0.0007617666,0.0001831045,0.0005515544,0.0002286773,0.0001052895],"category_scores_gemma":[0.0001894255,0.0003334048,0.0001709773,0.0002079757,0.0002847117,0.0002039692,0.00008042282,0.0002997704,0.0007077707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468329,"about_ca_system_score_gemma":0.0002170129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001868571,"about_ca_topic_score_gemma":0.00000230479,"domain_scores_codex":[0.9973168,0.0001046331,0.0005717247,0.0005852808,0.0007768483,0.0006446926],"domain_scores_gemma":[0.9977488,0.0002006732,0.0004183172,0.001132177,0.0001577227,0.0003423297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002794531,0.0009153743,0.8885952,0.0008497361,0.0001542214,0.01089125,0.002090064,0.00003385646,0.0003429414,0.003222913,0.002541743,0.0900833],"study_design_scores_gemma":[0.00182914,0.0002140772,0.7556785,0.001383879,0.0001607483,0.005530194,0.001074231,0.0002663903,0.0009909506,0.00002890382,0.2322674,0.0005756754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906601,0.000877342,0.0004592491,0.002552028,0.0001891329,0.001035908,1.882225e-7,0.0002101608,0.004015898],"genre_scores_gemma":[0.9720435,0.00004887023,0.0005216846,0.001342929,0.0001238608,0.0001050483,0.00002313362,0.00006678292,0.02572418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2297256,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718888568334337,"score_gpt":0.2579724435771746,"score_spread":0.2407835578938313,"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."}}