{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007046622,0.0002209166,0.0002679964,0.0006597441,0.0004857134,0.0006320257,0.0003256894,0.0002869665,0.001098196],"category_scores_gemma":[0.00120392,0.000434048,0.0004087842,0.0007726946,0.0001747783,0.0003606585,0.0003572069,0.0005661271,0.0001446767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604474,"about_ca_system_score_gemma":0.0005948668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008280697,"about_ca_topic_score_gemma":0.01160002,"domain_scores_codex":[0.9996369,0.00007211135,0.00004883767,0.00009669112,0.00006463427,0.00008079987],"domain_scores_gemma":[0.9993677,0.00008458532,0.0002764758,0.00005194955,0.00008741295,0.0001318732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004941846,0.00004131623,0.9990358,0.00001350761,0.00003181237,0.0001441619,0.0001260825,0.00001364168,0.00007795954,0.00001109162,0.00007001348,0.0003850776],"study_design_scores_gemma":[0.000006193251,0.00009084362,0.9982752,0.00002665983,0.00002973917,0.0004777577,0.0007923,0.00008880417,0.00002523794,0.00001494024,0.000167724,0.000004660746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993595,0.0001720628,0.00003200346,0.00002638711,0.000004405676,0.00001276381,0.0002765455,5.808097e-7,0.0001156563],"genre_scores_gemma":[0.999241,0.0002817283,0.0000943076,0.00002315095,0.000005561148,0.00002095713,0.000219674,8.03966e-7,0.000112842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008280697,"threshold_uncertainty_score":0.01646501,"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."}}