{"id":"W2146838727","doi":"10.1016/j.surg.2011.06.022","title":"Sirolimus drug-eluting, hydrogel-impregnated polypropylene mesh reduces intra-abdominal adhesion formation in a mouse model","year":2011,"lang":"en","type":"article","venue":"Surgery","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Sirolimus; Surgical mesh; Adhesion; Surgery; Urology; Hernia; Biomedical engineering; Materials science; Composite material","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":[0.0004339003,0.0002266589,0.0004276765,0.000385883,0.0001026995,0.00001158438,0.00008977934,0.0001285968,0.000108412],"category_scores_gemma":[0.0003883582,0.0001872909,0.0001727111,0.0003091567,0.00007606841,0.0002622038,0.00005020617,0.0003138328,0.0000927686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008943724,"about_ca_system_score_gemma":0.0001558911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004970856,"about_ca_topic_score_gemma":0.00003961577,"domain_scores_codex":[0.9983223,0.00006452981,0.0005825082,0.0002841774,0.0002780838,0.0004684106],"domain_scores_gemma":[0.9990819,0.0001855097,0.0001658243,0.0002380831,0.000124459,0.000204231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002070259,0.001451088,0.01190499,0.0005835553,0.00005937476,0.0005918051,0.008860093,0.00005468796,0.9420103,0.0003443214,0.00672694,0.02534256],"study_design_scores_gemma":[0.0005951985,0.0001427012,0.002679792,0.0006995194,0.00005802644,0.0002779847,0.0005310068,0.03459536,0.9591705,0.0008896052,0.0001103981,0.0002499069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951863,0.0002583864,0.00005910575,0.0003104859,0.000144081,0.0002796095,0.00001534082,0.0001429593,0.003603676],"genre_scores_gemma":[0.9962168,0.000124177,0.00118058,0.0004069458,0.000110176,0.00004681219,0.00005346743,0.00003342798,0.001827593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03454067,"threshold_uncertainty_score":0.76375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05010656492578873,"score_gpt":0.2604884246188999,"score_spread":0.2103818596931112,"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."}}