{"id":"W4205897242","doi":"10.1371/journal.pgph.0000100","title":"Predictors of prolonged hospitalization after vaginal birth in Ghana: A comparative study","year":2022,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Medicine; Gee; Generalized estimating equation; Confidence interval; Logistic regression; Odds ratio; Cohort; Vaginal delivery; Obstetrics; Demography; Cohort study; Pregnancy; Statistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007436426,0.0003721893,0.000389605,0.0008700643,0.0004037633,0.0004618787,0.000330306,0.0003839683,0.00143676],"category_scores_gemma":[0.002513815,0.0003263776,0.000535426,0.001684575,0.0003852939,0.0005458226,0.0005688687,0.0004962698,0.0001508335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587178,"about_ca_system_score_gemma":0.0006768952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972171,"about_ca_topic_score_gemma":0.0272047,"domain_scores_codex":[0.9995942,0.0001393625,0.00005468992,0.00007799693,0.00003906966,0.00009468813],"domain_scores_gemma":[0.9987614,0.0002474179,0.0006230351,0.00007031627,0.00009259142,0.0002051777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009709984,0.00007358153,0.9966527,0.00004003589,0.00004106192,0.0003157978,0.0008709234,0.00001976597,0.00009717136,0.00003040708,0.00009023019,0.001671391],"study_design_scores_gemma":[0.0000143558,0.0001742485,0.9955705,0.00006635325,0.00004249764,0.0005403768,0.003103682,0.0001038148,0.00002754588,0.0000273021,0.0003243434,0.000005071806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999355,0.0003013514,0.00003951935,0.00004274528,0.000003644579,0.000009927609,0.0001493654,7.511794e-7,0.00009753105],"genre_scores_gemma":[0.9989761,0.0005186789,0.000133943,0.0000283307,0.000007805943,0.00001960272,0.0002564135,0.00000138316,0.00005761363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972171,"threshold_uncertainty_score":0.03921384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249397055411617,"score_gpt":0.3113955845420143,"score_spread":0.2789016139878981,"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."}}