{"id":"W1974877321","doi":"10.1007/s10350-004-0954-8","title":"Prevention of Postoperative Abdominal Adhesions by a Novel, Glycerol/Sodium Hyaluronate/Carboxymethylcellulose-Based Bioresorbable Membrane: A Prospective, Randomized, Evaluator-Blinded Multicenter Study","year":2005,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Sodium hyaluronate; Surgery; Ileostomy; Adhesion; Randomized controlled trial; Hyaluronic acid; Abdominal wall; Anastomosis","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":[0.0005785571,0.000323793,0.0009455194,0.0001480695,0.000193357,0.00001671209,0.0003020579,0.00009640784,0.0003554207],"category_scores_gemma":[0.001332215,0.0002064968,0.0006563389,0.000403773,0.000410413,0.00009026652,0.0001125639,0.0002736421,0.0000150865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148892,"about_ca_system_score_gemma":0.0004651904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003466042,"about_ca_topic_score_gemma":0.00007412883,"domain_scores_codex":[0.9971055,0.0006319993,0.0007549924,0.0004378472,0.0007561828,0.000313423],"domain_scores_gemma":[0.9975452,0.0006105079,0.0004457275,0.0005172406,0.0006844591,0.0001968507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.5956272,0.03058672,0.03648667,0.0004727349,0.001084104,0.00001715959,0.001775863,0.0004462258,0.3290123,0.0001062003,0.002386073,0.001998695],"study_design_scores_gemma":[0.370988,0.007732191,0.05134804,0.001668924,0.005007404,0.00001574909,0.001104651,0.01559372,0.5450998,0.0001408748,0.0006943038,0.0006063205],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911097,0.001042327,0.00004494784,0.00162416,0.0001586624,0.005360006,0.0001969035,0.00004438687,0.0004189181],"genre_scores_gemma":[0.9969378,0.00001375964,0.000695028,0.0003540654,0.00006810473,0.0005094774,0.00003433547,0.00003611144,0.001351358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2246392,"threshold_uncertainty_score":0.8420696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790108467163162,"score_gpt":0.3035146615403491,"score_spread":0.2856135768687175,"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."}}