{"id":"W3201929720","doi":"10.14740/jcs443","title":"Surgical Management of Duodenal Perforation in a Patient With Gardner Syndrome and Abdominal Wall Reconstruction","year":2021,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Surgery; Perforation; Complication; Abdominal surgery; Endoscope; Endoscopy; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000307422,0.0008177189,0.0007683196,0.001849704,0.001935382,0.001200027,0.0006296707,0.00292548,0.001680455],"category_scores_gemma":[0.002202898,0.0005442981,0.0007753253,0.0009205136,0.001120329,0.001427416,0.001258792,0.002120798,0.0004441282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000646149,"about_ca_system_score_gemma":0.0006326947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007340809,"about_ca_topic_score_gemma":0.001174459,"domain_scores_codex":[0.9996272,0.00006313678,0.00005671139,0.00005741809,0.00006845118,0.000127045],"domain_scores_gemma":[0.9992716,0.0001760069,0.0001737263,0.00003701174,0.00002705372,0.0003147469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001370043,0.00001354509,0.006928088,0.0000121176,0.000004145675,0.9917572,0.0000903272,0.00003510132,0.0003326917,0.00008375902,0.000101111,0.0006281909],"study_design_scores_gemma":[0.000002861518,0.00003036805,0.002206127,0.00001035799,0.000003606565,0.9971413,0.0001322268,0.00007349527,0.0001231096,0.00008603783,0.0001867457,0.000003808529],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812143,0.006147429,0.002374478,0.003836295,0.0002775769,0.00008147408,0.00008203497,0.0000816125,0.005904873],"genre_scores_gemma":[0.9958612,0.00158755,0.0009691648,0.0005955669,0.0003134415,0.00001298183,0.0000474815,0.00001042648,0.0006021806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00292548,"threshold_uncertainty_score":0.005621731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481593608356996,"score_gpt":0.2747848517371264,"score_spread":0.2499689156535564,"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."}}