{"id":"W2558872892","doi":"10.1097/sla.0000000000002091","title":"30-day Readmission After Operative Management of Adhesive Small Bowel Obstruction","year":2016,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Medicine; Epidemiology; Bowel obstruction; Family medicine; General surgery; Surgery; Internal medicine; Ethnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003665137,0.0003243102,0.0008329444,0.0003019607,0.00004094389,0.000006995676,0.0001015795,0.0004346145,0.001037502],"category_scores_gemma":[0.0001804404,0.0002187787,0.0004945133,0.0001374508,0.0001532322,0.00007000026,0.00008075962,0.0004979708,0.0001048013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002215117,"about_ca_system_score_gemma":0.0001191639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005041991,"about_ca_topic_score_gemma":4.588343e-7,"domain_scores_codex":[0.997965,0.0001273424,0.0007117964,0.0003825438,0.0004358559,0.0003774056],"domain_scores_gemma":[0.9977441,0.0006257514,0.000420326,0.0004195358,0.0006759773,0.0001143109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002173542,0.00007470363,0.002141096,0.002254287,0.0003762213,0.001965317,0.0001515744,1.490209e-7,0.001384293,0.00001754359,0.9776141,0.01380337],"study_design_scores_gemma":[0.0002404816,0.0003004215,0.0410197,0.01548406,0.0003031656,0.00008421992,0.0001328187,0.000001727465,0.05551314,0.0004200718,0.8861616,0.0003386404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2445831,0.002236238,0.00005339764,0.7332685,0.001887425,0.001072876,0.000590139,0.00008623947,0.01622211],"genre_scores_gemma":[0.1237866,0.01062899,0.00139131,0.6861669,0.01221312,0.0004441553,0.00126902,0.0003337319,0.1637662],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1475441,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773534083634881,"score_gpt":0.3447835480830326,"score_spread":0.1674301397195446,"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."}}