{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007588396,0.0002522985,0.0002919972,0.0006219338,0.0003887444,0.0007610107,0.0003526805,0.0004129268,0.00203468],"category_scores_gemma":[0.00270894,0.0001769791,0.0005359302,0.0005921628,0.0002610753,0.0004820629,0.0006694915,0.0008186986,0.0001890614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153103,"about_ca_system_score_gemma":0.0005890625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123686,"about_ca_topic_score_gemma":0.004543689,"domain_scores_codex":[0.9993929,0.0001327077,0.00006952402,0.0001378963,0.0001284025,0.0001384857],"domain_scores_gemma":[0.9972114,0.0002343727,0.001711849,0.0001229509,0.000248289,0.0004711105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006809783,0.00003409526,0.9991909,0.00000718456,0.00003974134,0.00003816133,0.00001337628,0.00001472191,0.00005900957,0.000006209132,0.00002619096,0.0005023858],"study_design_scores_gemma":[0.000005034581,0.0001100049,0.9992769,0.000006893076,0.00002098645,0.0003437575,0.00004819544,0.00007190625,0.0000375644,0.00001174047,0.00006484045,0.000002118857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990705,0.0003294281,0.00008547277,0.00004489788,0.000008878446,0.000008788972,0.0001923878,0.000003367479,0.0002562713],"genre_scores_gemma":[0.9995636,0.00007900948,0.00008458448,0.0000148286,0.00001091602,0.000004871267,0.0001545038,7.265601e-7,0.00008698415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003123686,"threshold_uncertainty_score":0.006806731,"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."}}