{"id":"W7074122175","doi":"","title":"Socioeconomic differences in caesarean section - Are they explained by medical need? An analysis of patient record data of a large Kenyan hospital","year":2020,"lang":"en","type":"article","venue":"VU Research Portal","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Dysgeusia; Liquation; Hemopericardium; Demotion; Triacetin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000361333,0.00007846373,0.0002126412,0.0001115676,0.00003676707,0.000009930548,0.0002957492,0.0001440276,0.0003633789],"category_scores_gemma":[0.0002065439,0.00006861439,0.00005944579,0.0001750476,0.00007849957,0.00001250734,0.0002227446,0.0001781115,0.000001112276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008421275,"about_ca_system_score_gemma":0.00007313785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007879577,"about_ca_topic_score_gemma":0.004176417,"domain_scores_codex":[0.9987596,0.0001423356,0.0002613433,0.000346795,0.0002987886,0.0001911001],"domain_scores_gemma":[0.9993296,0.00001647379,0.0001113125,0.0003426596,0.00007137138,0.0001285375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003678366,0.0003532748,0.9317549,0.00003801371,0.0005073334,0.00001548947,0.001194764,0.000008786243,0.05218767,0.00004373524,0.01016318,0.003364995],"study_design_scores_gemma":[0.00307338,0.01038444,0.8800061,0.0000590979,0.0002707455,0.000005551749,0.0411239,0.02553187,0.02775023,0.000111512,0.01089673,0.0007864274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989207,0.0000608503,0.00003759273,0.0002775315,0.00006437823,0.0001066695,0.0003977949,0.000004021459,0.0001304363],"genre_scores_gemma":[0.9980516,0.00009462736,0.00002338459,0.0000431349,0.0001118496,0.000004690613,0.001652266,0.000009216233,0.000009201187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0517488,"threshold_uncertainty_score":0.3978744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201609326152208,"score_gpt":0.3187220591391873,"score_spread":0.2867059658776652,"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."}}