{"id":"W4390661574","doi":"10.2215/cjn.0000000000000404","title":"The Association of Intra-Abdominal Adhesions with Peritoneal Dialysis Catheter-Related Complications","year":2024,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Nova Scotia Health Authority; Dalhousie University; University of Alberta; Queen's University; McGill University Health Centre; University of Ottawa; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto; Western University; University of Calgary; Health Sciences Centre; University Health Network; University of Manitoba","funders":"Institute of Health Services and Policy Research; National Center for Advancing Translational Sciences","keywords":"Medicine; Odds ratio; Adhesion; Surgery; Catheter; Peritoneal dialysis; Confidence interval; Abdominal surgery; Laparoscopy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001294765,0.0001225769,0.0006970946,0.00003662624,0.0001903509,0.00001143276,0.0003377497,0.00010319,0.00002702344],"category_scores_gemma":[0.0004323348,0.00005859148,0.001225053,0.0005535315,0.001978246,0.00003768716,0.0000734272,0.0009154898,0.000005820871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008427531,"about_ca_system_score_gemma":0.0004287481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007458856,"about_ca_topic_score_gemma":0.00001427916,"domain_scores_codex":[0.997736,0.0003947866,0.001150991,0.0001459664,0.0003657948,0.0002064391],"domain_scores_gemma":[0.9937125,0.003871748,0.001403656,0.0002974366,0.0005990607,0.0001156352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005998927,0.004197399,0.3782141,0.000305343,0.01423196,0.00006504921,0.00630493,0.0002069647,0.1686985,0.00223846,0.3056929,0.1138454],"study_design_scores_gemma":[0.002019059,0.01197015,0.832779,0.0006224329,0.004071888,0.001640853,0.002875512,0.003222488,0.001108582,0.001718921,0.1377285,0.0002426043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059042,0.0003399024,0.0002228151,0.09294847,0.000227774,0.0001357188,0.00001674878,0.0000108023,0.0001936],"genre_scores_gemma":[0.9910606,0.0007198205,0.003126757,0.004436897,0.0003067722,0.0000044346,0.000002097072,0.00001523781,0.000327458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4545649,"threshold_uncertainty_score":0.7288929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731538444010657,"score_gpt":0.3475453699281448,"score_spread":0.3202299854880382,"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."}}