{"id":"W4385279169","doi":"","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":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Health care; Medicine; Hysterectomy; Healthcare system; Family medicine; Obstetrics; Gynecology; Political science; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005240553,0.0002135391,0.0002381704,0.001502059,0.0003790747,0.0004825663,0.000421011,0.0002287888,0.001282339],"category_scores_gemma":[0.001673713,0.0002269546,0.0003754574,0.003201338,0.0002495585,0.0004209123,0.0006679612,0.0003162951,0.0002250811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008768616,"about_ca_system_score_gemma":0.001480106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05477666,"about_ca_topic_score_gemma":0.05424605,"domain_scores_codex":[0.9994979,0.00009147604,0.0001439643,0.00008134713,0.00007963639,0.0001057304],"domain_scores_gemma":[0.9991973,0.00008941144,0.0004302224,0.00005306109,0.0001576743,0.00007223909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006202733,0.00001213891,0.9946295,0.00005743794,0.00004708007,0.00004081904,0.0002312602,0.00005502202,0.00007754962,0.0000825498,0.001257653,0.003446988],"study_design_scores_gemma":[0.000003190528,0.00001011134,0.9979735,0.00002532795,0.00002200474,0.0001152921,0.0006028441,0.0001020799,0.00003793555,0.00003672091,0.001066631,0.000004364188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768902,0.001544101,0.000196553,0.0003637076,0.0000294792,0.00001609013,0.01978263,0.00002265454,0.00115469],"genre_scores_gemma":[0.9885334,0.0006206076,0.0001885164,0.00008314296,0.00001341064,0.00002048024,0.01022119,0.00000559812,0.0003135467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05477666,"threshold_uncertainty_score":0.1089157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2098641648560315,"score_gpt":0.5385387514388991,"score_spread":0.3286745865828676,"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."}}