{"id":"W3087405046","doi":"10.4314/aas.v17i3.11","title":"Isolated Cecal Rupture after Blunt Abdominal Trauma","year":2020,"lang":"en","type":"article","venue":"Annals of African Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Abdominal trauma; Surgery; Blunt; Hemoperitoneum; Laparotomy; Perforation; Blunt trauma; Cecum; Peritonitis; 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":[0.0002462018,0.0002207378,0.0007883888,0.0001326102,0.00003693961,0.00001344561,0.0000877138,0.000132195,0.0008652639],"category_scores_gemma":[0.0002583104,0.0001813639,0.0004665187,0.0004230519,0.0002245273,0.0001262258,0.00003531587,0.000255154,0.00008428864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007750014,"about_ca_system_score_gemma":0.0001141869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002475411,"about_ca_topic_score_gemma":0.000001639741,"domain_scores_codex":[0.9983463,0.00006211883,0.0005561007,0.0002973464,0.0003547054,0.0003833958],"domain_scores_gemma":[0.9987465,0.0002445891,0.0001647824,0.0002364835,0.0002128736,0.0003947289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.06571234,0.001748126,0.09747464,0.0018466,0.001516084,0.003728029,0.01449366,0.000005235185,0.02448976,0.0003885237,0.5426326,0.2459644],"study_design_scores_gemma":[0.002113699,0.004638382,0.48653,0.0009943346,0.0006547254,0.0003416126,0.005349271,0.0006757547,0.1291367,0.0003901137,0.3676866,0.001488839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699563,0.001081744,0.0001067545,0.02338148,0.0001072816,0.0001591878,0.00004699249,0.00006910274,0.005091168],"genre_scores_gemma":[0.9918114,0.0001064544,0.0002005901,0.007194725,0.0003847764,0.00001316139,0.00001516609,0.00003234052,0.0002413918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3890553,"threshold_uncertainty_score":0.9474033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07690285807396303,"score_gpt":0.3076172915356045,"score_spread":0.2307144334616415,"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."}}