{"id":"W3110246822","doi":"10.1186/s12879-020-05640-0","title":"Incidence and predictors of surgical site infection following cesarean section in North-west Ethiopia: a prospective cohort study","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Surgical site infection prevention","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Debre Markos University","keywords":"Medicine; Caesarean section; Incidence (geometry); Prospective cohort study; Hazard ratio; Confidence interval; Interquartile range; Referral; Cohort study; Surgical site infection; Cohort; Obstetrics; Pregnancy; Pediatrics; Surgery; Internal medicine; Family 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003183837,0.0002647584,0.0005940281,0.000281953,0.0001270256,0.00003722009,0.00003872004,0.0001450237,0.0001791944],"category_scores_gemma":[0.0006262613,0.0002548896,0.000251099,0.001282495,0.00008842874,0.000382427,0.00009102949,0.0003852444,0.00001512164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563838,"about_ca_system_score_gemma":0.0001239145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344774,"about_ca_topic_score_gemma":0.00462374,"domain_scores_codex":[0.9976926,0.0003464686,0.0005942034,0.0006130158,0.0005061031,0.0002476125],"domain_scores_gemma":[0.9988153,0.0002839808,0.0002207082,0.0001957268,0.0001691323,0.0003151348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000531527,0.001297111,0.9962859,0.0002037705,0.0001753395,0.0001130118,0.0007096766,0.0002425746,0.0001154081,0.000009682066,0.000008340941,0.0003077297],"study_design_scores_gemma":[0.004981582,0.001668034,0.9919152,0.0001028851,0.0005211158,0.00008188855,0.00009892922,0.0002327899,0.00009367475,0.00002484291,0.00006861371,0.0002104709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960456,0.000124211,0.0002179066,0.00003069976,0.0003491034,0.002324897,0.00001365929,0.0003405503,0.000553388],"genre_scores_gemma":[0.9991904,0.00008218701,0.000009486826,0.00004264359,0.0003448572,0.0002369717,0.00004563382,0.0000310967,0.00001674063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004450055,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130994296974505,"score_gpt":0.2718566038376328,"score_spread":0.2605466608678877,"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."}}