{"id":"W2050916671","doi":"10.1097/prs.0000000000000522","title":"Preemptive Analgesia with Bupivacaine in Reduction Mammaplasty","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bupivacaine; Anesthesia; Saline; Analgesic; Randomized controlled trial; Placebo; Mammaplasty; Opioid; Morphine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005344633,0.0002228168,0.0004950043,0.0004538336,0.00005385523,0.0000152353,0.00004675191,0.00008541549,0.0002025203],"category_scores_gemma":[0.0004856398,0.0001799644,0.00008780278,0.0004195045,0.0002196324,0.0001240464,0.00001453945,0.0002349338,0.0000531622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137624,"about_ca_system_score_gemma":0.0001026999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002877963,"about_ca_topic_score_gemma":0.00002171301,"domain_scores_codex":[0.998493,0.0001646508,0.0003324874,0.0004185751,0.0002539523,0.000337365],"domain_scores_gemma":[0.9978611,0.001526351,0.0001527532,0.0002297616,0.00009458123,0.0001354459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001181779,0.0001029281,0.9738498,0.0001192189,0.0001223034,0.0001329541,0.0002350743,0.00009034108,0.0001214074,0.0007674407,0.0005503411,0.02272647],"study_design_scores_gemma":[0.0008700428,0.0002716155,0.9931233,0.000485704,0.0001133279,0.0009311832,0.0005292746,0.0009933974,0.0003130981,0.0004244466,0.001682773,0.0002618185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911189,0.00002421315,0.004737747,0.0002990474,0.0002046549,0.0003194451,0.000001261575,0.00006656897,0.003228147],"genre_scores_gemma":[0.9975318,0.00001799417,0.001684963,0.0001098386,0.0002037899,0.00004654746,0.00002306048,0.00002653594,0.0003555133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02246465,"threshold_uncertainty_score":0.7338737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217867401926886,"score_gpt":0.2152829935005423,"score_spread":0.2031043194812734,"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."}}