{"id":"W2963277630","doi":"10.1017/cbo9781139060202","title":"Regional Anesthesia in Trauma","year":2012,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Anesthesiology; Anesthesia; Analgesic; Regional anesthesia; Anesthetic; Blunt trauma; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004723271,0.001034694,0.0007829686,0.001357443,0.000725579,0.002132064,0.0008439884,0.001511683,0.02344379],"category_scores_gemma":[0.00160093,0.000357881,0.0005270243,0.001549021,0.001414426,0.002974805,0.00172837,0.004333633,0.01622572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009500771,"about_ca_system_score_gemma":0.001337084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319171,"about_ca_topic_score_gemma":0.003470225,"domain_scores_codex":[0.9995078,0.0001170142,0.00004120107,0.0000545912,0.0002417009,0.00003767901],"domain_scores_gemma":[0.9995546,0.0002167163,0.00004133186,0.00003810735,0.00009490415,0.00005435177],"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":[0.00003715816,0.00005837454,0.0001210647,0.001625287,0.0000117998,0.0004871623,0.0006774882,0.0004176649,0.001183491,0.0399623,0.5303913,0.4250269],"study_design_scores_gemma":[0.000004574598,0.00002039677,0.0001734715,0.0006086176,0.000004066986,0.001505648,0.00006007192,0.00004759645,0.00006587255,0.006609173,0.990893,0.000007315668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004988198,0.7336556,0.003276647,0.007911138,0.01202836,0.00007727663,0.00008301443,0.0002386004,0.2422305],"genre_scores_gemma":[0.007449904,0.5178289,0.007835636,0.01753877,0.01297601,0.0001549778,0.000174303,0.0002631571,0.4357783],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02344379,"threshold_uncertainty_score":0.07842726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148250218857056,"score_gpt":0.2170017562794219,"score_spread":0.1855192540908513,"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."}}