{"id":"W4213304147","doi":"10.2147/ijwh.s343387","title":"The Prevalence, Incidence, Indications and Outcomes of Peripartum Hysterectomy in Kazakhstan: Data from Unified Nationwide Electronic Healthcare System 2014–2018","year":2022,"lang":"en","type":"article","venue":"International Journal of Women s Health","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Nazarbayev University","keywords":"Hysterectomy; Incidence (geometry); Pregnancy; Healthcare system; Cesarean delivery; Maternal morbidity","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":[0.0009477093,0.0002307737,0.000309353,0.00243694,0.0005041417,0.0004915515,0.0004801224,0.0001876165,0.00112778],"category_scores_gemma":[0.003226586,0.0002257844,0.0003610205,0.004573102,0.0003357156,0.0004544064,0.0008212525,0.0002678965,0.0002125154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000985296,"about_ca_system_score_gemma":0.001445871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02962193,"about_ca_topic_score_gemma":0.02685311,"domain_scores_codex":[0.9987393,0.0002754224,0.0004159187,0.000161067,0.0002084592,0.0001999145],"domain_scores_gemma":[0.9972805,0.00026448,0.001724043,0.0001564595,0.0004295965,0.0001448206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003207833,0.000009163639,0.9973393,0.00006340283,0.00003305702,0.00003334849,0.000154998,0.00003509792,0.00004846821,0.00002523802,0.0005903122,0.001635421],"study_design_scores_gemma":[0.000003209269,0.00001594506,0.998464,0.00003020915,0.0000245833,0.0001577921,0.0005020617,0.00008287168,0.00004734819,0.00001842275,0.0006502,0.000003392134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834156,0.0009703731,0.0001194155,0.0001863374,0.00001419778,0.00002158218,0.01463894,0.00001713623,0.000616448],"genre_scores_gemma":[0.9919112,0.0004736391,0.0001289895,0.00006343612,0.00001330647,0.00003370516,0.007272031,0.000002739919,0.0001008298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962193,"threshold_uncertainty_score":0.05889904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738948112381219,"score_gpt":0.3476192527945258,"score_spread":0.3202297716707136,"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."}}