{"id":"W2126897207","doi":"10.1007/s10350-005-0268-5","title":"Reduction in Adhesive Small-Bowel Obstruction by Seprafilm® Adhesion Barrier After Intestinal Resection","year":2005,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":400,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Bowel obstruction; Surgery; Bowel resection; Abdomen; Adhesion; Randomized controlled trial; Colorectal surgery; Abdominal surgery; Gastroenterology","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":[0.0001246256,0.0001836368,0.0002381825,0.0001360903,0.0001164444,0.00001269331,0.0001253929,0.0001086214,0.0002856858],"category_scores_gemma":[0.0007383761,0.0001358658,0.0002016493,0.0003519504,0.0001509101,0.0001227987,0.00007082605,0.0003182846,0.00003187133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433318,"about_ca_system_score_gemma":0.0001311981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002623433,"about_ca_topic_score_gemma":0.0001240296,"domain_scores_codex":[0.9986488,0.0001436453,0.0003690006,0.0003127259,0.0002782679,0.0002475457],"domain_scores_gemma":[0.9990702,0.00009245804,0.0001587607,0.0003118317,0.000212868,0.0001539319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02188553,0.0018963,0.3762069,0.000629126,0.0001033615,0.00006411357,0.001348424,0.0002565406,0.5442516,0.0001102242,0.02264934,0.03059856],"study_design_scores_gemma":[0.001632703,0.00150123,0.7109761,0.001713851,0.0003281097,0.0004536272,0.0006155731,0.0008983963,0.2759358,0.0006522649,0.004942806,0.0003495269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953976,0.0009059238,0.00000830055,0.002136179,0.0005496627,0.000508452,0.00004649401,0.00005111971,0.0003963211],"genre_scores_gemma":[0.9969384,0.00005646704,0.0003195229,0.0001965047,0.0003908286,0.0001125127,0.0000351103,0.00002308235,0.001927546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347692,"threshold_uncertainty_score":0.5540446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009976237922374336,"score_gpt":0.2525678476111597,"score_spread":0.2425916096887854,"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."}}