{"id":"W3201735946","doi":"10.1002/ijgo.13965","title":"A ketamine package for use in emergency cesarean delivery when no anesthetist is available: An analysis of 401 consecutive operations","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Korea International Cooperation Agency; Wellcome Trust; Department for International Development; Government of the United Kingdom; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Ketamine; Medicine; Nurse anesthetist; Anesthesia; Emergency medicine; Cesarean delivery; Adverse effect; Medical emergency; Pregnancy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004937914,0.0001333992,0.0006381351,0.001246623,0.0000436232,0.00002135993,0.0001953571,0.0001523606,0.00219929],"category_scores_gemma":[0.008048152,0.0001265382,0.0003197388,0.0009001955,0.00006566018,0.0002725888,0.00003847282,0.0002293106,0.00001514586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003226693,"about_ca_system_score_gemma":0.0008869165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002085484,"about_ca_topic_score_gemma":0.000960855,"domain_scores_codex":[0.9977889,0.0001437115,0.001174474,0.0002133808,0.0004283387,0.0002511904],"domain_scores_gemma":[0.9919896,0.001828351,0.0004345214,0.0001982925,0.005331763,0.0002174517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006339781,0.001556415,0.971603,0.00004966972,0.0019967,0.002361512,0.0006562427,0.0001729684,0.001109749,0.0003450541,0.01655644,0.002958227],"study_design_scores_gemma":[0.008760959,0.002310076,0.9029919,0.0002033587,0.002956979,0.001205418,0.001457095,0.01852515,0.002120863,0.0002501212,0.05875776,0.0004603133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939255,0.001255314,0.0006235148,0.001298633,0.001998884,0.0001612774,0.0003955654,0.000004944198,0.0003363604],"genre_scores_gemma":[0.9898618,0.002122008,0.00399994,0.001844838,0.0001024048,0.000007213795,0.0003065361,0.00001349413,0.001741728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06861115,"threshold_uncertainty_score":0.9987128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507665765864412,"score_gpt":0.3222141929006047,"score_spread":0.2871375352419605,"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."}}