{"id":"W2277415299","doi":"10.53974/unza.jabs.4.4.344","title":"Anaesthetic Related Peri-Operative Complications During Caesarean Delivery at the University Teaching Hospital, Lusaka, Zambia","year":2021,"lang":"en","type":"article","venue":"University of Zambia Journal of Agricultural and Biomedical Sciences","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Perioperative; Caesarean section; General anaesthesia; Obstetrics; Surgery; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724175,0.0002068652,0.000214693,0.0006026028,0.0008831022,0.0005752202,0.0003408674,0.0002665658,0.001605639],"category_scores_gemma":[0.001898028,0.0003038751,0.0002079497,0.0006816354,0.0004659587,0.0003106976,0.0006678101,0.000519054,0.0001013116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140406,"about_ca_system_score_gemma":0.001567242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448428,"about_ca_topic_score_gemma":0.05163845,"domain_scores_codex":[0.9996272,0.00006614444,0.00006912997,0.00004563938,0.00006116871,0.0001306754],"domain_scores_gemma":[0.9987553,0.000123762,0.0008890761,0.00002535248,0.00007069993,0.0001358071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195312,0.00005670689,0.9916558,0.0001884096,0.00002041929,0.001412222,0.001971921,0.00002761789,0.0008324049,0.00003090554,0.0001668475,0.003517306],"study_design_scores_gemma":[0.000003943529,0.00012634,0.9967506,0.0000634099,0.0000121567,0.0009429828,0.001821563,0.00002421366,0.00005992917,0.000007532069,0.000183242,0.000004126583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990901,0.0004339921,0.00002537883,0.00008016827,0.000002779381,0.00003684297,0.0001132055,0.000001556076,0.0002160272],"genre_scores_gemma":[0.9989756,0.0006328516,0.00008495061,0.00004881021,0.000005743626,0.00003722504,0.00009688285,6.409895e-7,0.0001173187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448428,"threshold_uncertainty_score":0.04868352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007113877047135303,"score_gpt":0.2064014160585661,"score_spread":0.1992875390114308,"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."}}