{"id":"W2086198631","doi":"10.1097/aog.0000000000000289","title":"Preemptive Use of Gabapentin in Abdominal Hysterectomy","year":2014,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gabapentin; Abdominal hysterectomy; Hysterectomy; Surgery; Alternative medicine","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":[0.0002205271,0.00006881914,0.0002406324,0.0001958245,0.0000140199,0.000005536331,0.00003309261,0.00006784815,0.00006457556],"category_scores_gemma":[0.001867341,0.00005922084,0.00002926961,0.0001858296,0.00005411385,0.0000298677,0.0000264375,0.00007510404,0.00001000819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002024267,"about_ca_system_score_gemma":0.00001327798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002725022,"about_ca_topic_score_gemma":0.00001835387,"domain_scores_codex":[0.9993917,0.00008052474,0.0001750118,0.0001416849,0.00007211238,0.0001389455],"domain_scores_gemma":[0.9967064,0.003023937,0.00006632855,0.0001227048,0.00003561559,0.00004496053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000462407,0.0001449961,0.9463952,0.0001159957,0.00002138205,0.00006016298,0.0001961799,0.000005372812,0.0001515722,0.003209572,0.000361921,0.04929144],"study_design_scores_gemma":[0.001378702,0.0004868004,0.8765402,0.00002618684,0.00003905878,0.000009880113,0.00007845378,0.001278727,0.00008347305,0.0001562187,0.1198571,0.00006522334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964637,0.0001560486,0.000277234,0.000250424,0.00007841377,0.0002201535,3.051339e-7,0.000006385045,0.002547293],"genre_scores_gemma":[0.9968464,0.00008690802,0.001065658,0.0006394609,0.00001105697,0.000008788758,0.00000349858,0.000006226419,0.001331992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194952,"threshold_uncertainty_score":0.2414956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357723409490672,"score_gpt":0.2488276600761753,"score_spread":0.2252504259812686,"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."}}