{"id":"W4233892890","doi":"10.36076/pmcr.2021.5.219","title":"Dramatic Response to Lidocaine Infusion for Pain from Brachial Plexus Avulsion Injury","year":2021,"lang":"en","type":"article","venue":"Pain Management Case Reports","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lidocaine; Anesthesia; Brachial plexus; Analgesic; Avulsion; Bolus (digestion); Brachial plexus injury; 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":[0.01166418,0.0003397041,0.0005117354,0.0003272654,0.0002569168,0.0000986556,0.00007028877,0.0001158617,0.0003351426],"category_scores_gemma":[0.00256602,0.0003256288,0.0002468971,0.0004973001,0.00003073684,0.00008113401,0.0002014528,0.0001465933,0.00004451324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867487,"about_ca_system_score_gemma":0.00007298458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009722076,"about_ca_topic_score_gemma":0.0000425172,"domain_scores_codex":[0.9957848,0.00140668,0.0008823739,0.00084358,0.000596532,0.0004860666],"domain_scores_gemma":[0.9968435,0.001217007,0.0002639196,0.001185658,0.0001549029,0.0003350486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003492775,0.0007473282,0.01848525,0.001350965,0.0004815702,0.6992186,0.0007686188,0.0001506998,0.003058977,0.0002870209,0.1004977,0.1714604],"study_design_scores_gemma":[0.002106414,0.001591373,0.02564062,0.001347753,0.0009699698,0.006535332,0.002907823,0.007286514,0.0008972418,0.002902101,0.9469466,0.0008682908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866863,0.000199744,0.1021066,0.006032896,0.0002557919,0.003496615,0.000006430098,0.0002588934,0.0009567384],"genre_scores_gemma":[0.9354168,0.00003685645,0.02839421,0.02400232,0.0003546394,0.0005120841,0.000390531,0.0000826221,0.01080995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8464488,"threshold_uncertainty_score":0.9999196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246719789241063,"score_gpt":0.2749546848624049,"score_spread":0.2624874869699942,"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."}}