{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006188107,0.0001936763,0.0002022519,0.0005519,0.000421127,0.0004244814,0.0003401345,0.0003339913,0.001122027],"category_scores_gemma":[0.004021304,0.0002926663,0.000312505,0.0006230996,0.0003760427,0.000359068,0.0003896601,0.0003835787,0.0001559957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007259789,"about_ca_system_score_gemma":0.0006943766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996865,"about_ca_topic_score_gemma":0.004657828,"domain_scores_codex":[0.9991302,0.0001816674,0.0001791007,0.0001266823,0.0002514336,0.0001308733],"domain_scores_gemma":[0.9967281,0.0007673306,0.002047363,0.000116256,0.0001485721,0.0001924838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001442292,0.00005368431,0.9967306,0.00002466987,0.0000194796,0.0008474624,0.0001372042,0.00002626865,0.000243221,0.000009579937,0.00004695629,0.001716646],"study_design_scores_gemma":[0.0000131384,0.0003776963,0.9952554,0.00002819857,0.00002599105,0.002777919,0.0009462578,0.0001622484,0.0001965885,0.000007943767,0.0002036771,0.000004774437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996268,0.0001613496,0.0000450162,0.00001612926,0.000002035647,0.00001491259,0.00004927545,7.045516e-7,0.00008383851],"genre_scores_gemma":[0.9995282,0.0002296185,0.00007287216,0.00002040567,0.000003498414,0.00001306006,0.00008229424,0.000001009399,0.00004919893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002996865,"threshold_uncertainty_score":0.005958855,"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."}}