{"id":"W2795320514","doi":"10.1097/sla.0000000000003617","title":"New Ileostomy Formation and Subsequent Community-onset Acute and Chronic Kidney Disease","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Stoma care and complications","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ileostomy; Kidney disease; Odds ratio; Acute kidney injury; Internal medicine; Surgery; Gastroenterology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001778632,0.00007487468,0.000200166,0.0001085273,0.00005739788,0.00001124251,0.00003464667,0.00003039377,0.00007636206],"category_scores_gemma":[0.00006478604,0.00006893467,0.00006252401,0.0001033325,0.00004000034,0.0001563843,0.00004051155,0.0001002881,0.00002129376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009985392,"about_ca_system_score_gemma":0.0002401695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008274192,"about_ca_topic_score_gemma":0.000004059008,"domain_scores_codex":[0.9994724,0.00004331492,0.0001760996,0.00007966481,0.0001079176,0.000120554],"domain_scores_gemma":[0.9990396,0.0001908219,0.00007306883,0.0003073564,0.00009265461,0.0002965293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005268875,0.0002063651,0.5604903,0.001216985,0.000311239,0.00002277513,0.0009227485,7.481466e-7,0.006968385,0.0009290667,0.3451844,0.08322007],"study_design_scores_gemma":[0.0004754286,0.0001166891,0.956718,0.0004516499,0.0001202429,0.00008345373,0.0001312925,0.00008050266,0.005127604,0.0008030711,0.03575028,0.0001417859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895215,0.001757819,0.00005738559,0.007817945,0.00004802634,0.0001792402,0.00005616923,0.00002433176,0.0005375898],"genre_scores_gemma":[0.9954258,0.001456592,0.00003460975,0.002559304,0.00003400158,0.000009307159,0.0002030891,0.000007861557,0.0002694198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3962277,"threshold_uncertainty_score":0.2811074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340579333435721,"score_gpt":0.3439565401834228,"score_spread":0.2098986068398507,"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."}}