{"id":"W2394852196","doi":"10.1007/s12630-012-9874-6","title":"Ultrasound-guided regional anesthesia for upper limb surgery","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université Laval","funders":"","keywords":"Medicine; Forearm; Upper limb; Elbow; Pneumothorax; Ultrasound; Hand surgery; Axillary artery; Surgery; Nerve block; Brachial plexus; Cutaneous nerve; Regional anesthesia; Anesthesia; Radiology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002663526,0.0006711468,0.001404369,0.001982436,0.0007939859,0.0005047945,0.0007182265,0.0004092718,0.001378462],"category_scores_gemma":[0.0005259066,0.0005784823,0.001391049,0.0006672877,0.0004138023,0.0007640253,0.000004528176,0.0009112098,0.000127374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080497,"about_ca_system_score_gemma":0.007051718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005715151,"about_ca_topic_score_gemma":0.001164756,"domain_scores_codex":[0.9948663,0.0002636937,0.001769577,0.000442779,0.0009138972,0.001743755],"domain_scores_gemma":[0.9906147,0.0008496132,0.001150298,0.0005435069,0.002078754,0.004763116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002577788,0.0001068387,0.08830293,0.0001782684,0.0003725177,0.2793138,0.0007459711,0.00008073825,0.00008743036,0.001043957,0.6280104,0.001499393],"study_design_scores_gemma":[0.0008838698,0.0008454637,0.06943819,0.0003588397,0.0003025071,0.7270328,0.0007354986,0.00002994829,0.00003962016,0.0008672852,0.1989983,0.0004677204],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9220563,0.001834691,0.0001098233,0.07454287,0.0001537747,0.000914466,9.790448e-7,0.00002997015,0.0003570959],"genre_scores_gemma":[0.9785352,0.0003491476,0.003370094,0.009947009,0.002563151,0.00005730787,0.00004242811,0.0002259903,0.004909643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447719,"threshold_uncertainty_score":0.9996667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455219638384096,"score_gpt":0.2364653390604137,"score_spread":0.2119131426765727,"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."}}