{"id":"W2064949271","doi":"10.1136/rapm-2018-000019","title":"Lower extremity regional anesthesia: essentials of our current understanding","year":2019,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Universidad de Chile","keywords":"Medicine; Regional anesthesia; Warrant; Peripheral nerve; Peripheral nerve stimulation; Lumbar; Nerve block; Anesthesia; Physical medicine and rehabilitation; Surgery; Anatomy","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":[0.003385322,0.0005442697,0.00121736,0.0004516011,0.0001283354,0.00001403461,0.000368273,0.0002260761,0.0005200264],"category_scores_gemma":[0.00006700687,0.0004188392,0.0004003065,0.0006366133,0.0003694714,0.000133737,0.00001279722,0.0004065501,0.0001490459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850514,"about_ca_system_score_gemma":0.0002428303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006125588,"about_ca_topic_score_gemma":0.000002621418,"domain_scores_codex":[0.995386,0.0005902429,0.0009423372,0.000758923,0.001682882,0.0006396271],"domain_scores_gemma":[0.9973792,0.0006065357,0.0005283377,0.0008351784,0.0002513126,0.0003994763],"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":[0.001978435,0.001363992,0.3025051,0.002373463,0.0003873241,0.001820505,0.0009620241,0.00007509876,0.001958626,0.07817229,0.6072563,0.001146893],"study_design_scores_gemma":[0.003248,0.001033519,0.05193096,0.003424427,0.0004102411,0.00225012,0.003255913,0.0008476096,0.00004819875,0.003606652,0.9293807,0.0005637229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3408185,0.003529043,0.005622599,0.6476975,0.00004024785,0.001733058,5.671933e-8,0.0002058396,0.0003531222],"genre_scores_gemma":[0.8773655,0.00124952,0.0005686723,0.1158743,0.001213224,0.00004926399,0.0001247039,0.0001101845,0.003444612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5365469,"threshold_uncertainty_score":0.9998264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0631517634967678,"score_gpt":0.2995405362207088,"score_spread":0.236388772723941,"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."}}