{"id":"W2409449774","doi":"10.1186/s12893-016-0150-5","title":"Prevalence, causes and management outcome of intestinal obstruction in Adama Hospital, Ethiopia","year":2016,"lang":"en","type":"article","venue":"BMC Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jimma University; University of Ottawa","keywords":"Medicine; Volvulus; Bowel obstruction; Odds ratio; Confidence interval; Acute abdomen; Mortality rate; Surgery; Internal medicine; Logistic regression; Abdomen; Confounding","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003186656,0.0001003507,0.0002583168,0.000221126,0.00001488129,0.000005553157,0.00003535068,0.00003710623,0.0001329479],"category_scores_gemma":[0.0002232684,0.00007012964,0.00005945586,0.0001139409,0.00007816466,0.00008034561,0.00007302597,0.00004277831,0.00001213572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004387384,"about_ca_system_score_gemma":0.00001368078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000451337,"about_ca_topic_score_gemma":0.00002672312,"domain_scores_codex":[0.9990423,0.00003106581,0.0003616278,0.0002131154,0.0001900477,0.0001618579],"domain_scores_gemma":[0.9993008,0.0003181761,0.0001126897,0.0001847906,0.00002949696,0.00005409367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003533214,0.0001090556,0.9813926,0.001010793,0.00002015853,0.00004819483,0.00002367936,2.661384e-7,0.00005556738,0.001340188,0.00220804,0.01375614],"study_design_scores_gemma":[0.0004922403,0.00006369682,0.9959505,0.001300875,0.00005272424,0.00001030466,0.0000987595,0.000002727089,0.0003373697,0.0001246984,0.00147826,0.00008787745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973803,0.0003260962,0.0002613531,0.0005865511,0.0002722482,0.0003433865,0.00000307451,0.00002699167,0.0007999871],"genre_scores_gemma":[0.9962748,0.002065275,0.0008271062,0.0001112441,0.00003802148,0.00005408721,0.00000197377,0.00001101608,0.0006164275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455789,"threshold_uncertainty_score":0.2859803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368680184638602,"score_gpt":0.2901408647654342,"score_spread":0.2464540629190482,"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."}}