{"id":"W2042057967","doi":"10.1016/j.anclin.2011.04.005","title":"Local Infiltration Analgesia","year":2011,"lang":"en","type":"article","venue":"Anesthesiology Clinics","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Orthopedic surgery; Perioperative; Anesthesia; Neurosurgery; Cardiothoracic surgery; Brachial plexus; Infiltration (HVAC); 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":[],"consensus_categories":[],"category_scores_codex":[0.0004608197,0.0001254087,0.0002743611,0.00007816721,0.00005385891,0.000002973458,0.00009672357,0.000205126,0.0004259925],"category_scores_gemma":[0.00005276299,0.0001025762,0.0001043814,0.0001147694,0.0001938352,0.00004123396,0.00001191411,0.0001650248,0.0005480744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001448629,"about_ca_system_score_gemma":0.00005720327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002147689,"about_ca_topic_score_gemma":0.000005237759,"domain_scores_codex":[0.9990191,0.0001125631,0.0003192399,0.0002386192,0.00009494332,0.0002154677],"domain_scores_gemma":[0.9993009,0.0001144285,0.00009132387,0.0003382355,0.00005405363,0.0001010736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000336174,0.0002222679,0.9683686,0.00002936056,0.00005505399,0.0004927012,0.0003938399,0.000003143493,0.00002007989,0.01004575,0.00263812,0.01739494],"study_design_scores_gemma":[0.0004818147,0.001247406,0.9261201,0.00001722217,0.0001171194,0.0002050256,0.0002302236,0.000256942,0.0001495475,0.00233791,0.06871125,0.0001254107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845715,0.000137789,0.00325585,0.0006670447,0.00004990329,0.0002776228,1.053849e-7,0.0001232919,0.01091692],"genre_scores_gemma":[0.9813092,0.0001285543,0.002627666,0.01475991,0.00007349261,0.00001500669,0.00002148793,0.00001690673,0.001047757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06607313,"threshold_uncertainty_score":0.704457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191940352125241,"score_gpt":0.2981228594643938,"score_spread":0.2462034559431414,"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."}}