{"id":"W2126681318","doi":"10.1016/j.amjsurg.2013.01.028","title":"Management of the open abdomen with the Abdominal Reapproximation Anchor dynamic fascial closure system","year":2013,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Columbian Hospital; University of British Columbia","funders":"","keywords":"Medicine; Apposition; Surgery; Abdomen; Fascia; Closure (psychology); Abdominal wall; Incisional hernia; Abdominal surgery; Anatomy","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":[0.001404756,0.000130711,0.0005190476,0.00007271447,0.0002504566,0.00004769331,0.0005831592,0.00001581355,0.00003430705],"category_scores_gemma":[0.0000208462,0.00005128214,0.0002270681,0.0006305708,0.0004816855,0.0001611202,0.0001180793,0.0002413691,0.000009685675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008135576,"about_ca_system_score_gemma":0.0001401663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100102,"about_ca_topic_score_gemma":0.000002022653,"domain_scores_codex":[0.9984164,0.0002861703,0.0005358367,0.0001103496,0.0004615327,0.0001897088],"domain_scores_gemma":[0.9972532,0.000454621,0.001406445,0.0005332183,0.0002809558,0.0000715164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01146896,0.001145982,0.1151639,0.0008015908,0.004784508,0.0002125253,0.003136183,0.0003511747,0.009590899,0.006507182,0.02716909,0.8196681],"study_design_scores_gemma":[0.0004448382,0.0002784276,0.9746681,0.001241548,0.0007463676,0.001425553,0.01852491,0.0003783252,0.0004345942,0.0002482984,0.001441184,0.0001678152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848107,0.0001070642,0.0007758514,0.01182238,0.0001170378,0.0005902558,0.000003074973,0.000007022564,0.001766656],"genre_scores_gemma":[0.9987144,0.00006167125,0.0004748922,0.0002900351,0.0001030016,0.00005569751,0.000001068864,0.00001571824,0.0002834575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595043,"threshold_uncertainty_score":0.2091225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629488502924305,"score_gpt":0.2567950183457346,"score_spread":0.2405001333164915,"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."}}