{"id":"W4380681762","doi":"10.1155/2023/6910063","title":"Outcomes and Associated Factors of Induction of Labor in East Gojjam Zone, Northwest Ethiopia: A Multicenter Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Obstetrics and Gynecology International","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Labor induction; Odds ratio; Logistic regression; Pregnancy; Obstetrics; Cross-sectional study; Vaginal delivery; Residence; Confidence interval; Demography; Oxytocin; Internal medicine","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":[0.0002511995,0.00008537149,0.0002326091,0.0004753431,0.00003845737,0.000009485867,0.00005425951,0.0001201721,0.0001850058],"category_scores_gemma":[0.001965426,0.00007236012,0.00004683215,0.0003079832,0.0000795,0.00006671645,0.00007260148,0.0001814954,0.000003062778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000707936,"about_ca_system_score_gemma":0.00003171695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009209156,"about_ca_topic_score_gemma":0.001211353,"domain_scores_codex":[0.9989879,0.00004084479,0.0004770714,0.0001665269,0.0002112233,0.0001164383],"domain_scores_gemma":[0.9986233,0.0008126182,0.0001835038,0.00006028133,0.0002688642,0.00005141258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004685953,0.0006493036,0.9975848,0.000099992,0.0001133391,0.00001946428,0.000533377,0.00000652841,0.00005764974,0.0002061942,0.000006219457,0.0006763141],"study_design_scores_gemma":[0.002501809,0.0004132683,0.9958419,0.00002586657,0.00001085349,0.000005055404,0.0004193611,0.0002754153,0.00003047463,0.00003667542,0.000391562,0.00004776185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975851,0.00003984763,0.000002423198,0.0002250087,0.001438106,0.0002226269,0.0003778728,0.00001328734,0.00009571813],"genre_scores_gemma":[0.9976349,0.00005384596,0.00001783767,0.00003446332,0.00001408259,0.00001640546,0.0001083335,0.00000643894,0.002113705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002454949,"threshold_uncertainty_score":0.295076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626469788990994,"score_gpt":0.3646759576516458,"score_spread":0.3184112597617359,"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."}}