{"id":"W2593782250","doi":"10.1097/won.0000000000000312","title":"Differences in Ostomy Pouch Seal Leakage Occurrences Between North American and European Residents","year":2017,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Pouch; Medicine; Odds; Odds ratio; Leakage (economics); Surgery; Demography; Gerontology; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007101216,0.0001765873,0.0002426063,0.0007456153,0.0005765628,0.000494426,0.0001914397,0.0003611269,0.00209501],"category_scores_gemma":[0.001910998,0.0001661316,0.00030091,0.0007490841,0.0004152968,0.0005605672,0.0005235114,0.0002532604,0.0002175535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998995,"about_ca_system_score_gemma":0.000261907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302317,"about_ca_topic_score_gemma":0.01569353,"domain_scores_codex":[0.9995263,0.0001521676,0.00005280561,0.00009211683,0.00009018536,0.00008653345],"domain_scores_gemma":[0.9988889,0.0002568777,0.0004714289,0.0000445896,0.0001334923,0.0002047488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008722572,0.00005905512,0.9949881,0.00001778927,0.00003106249,0.00008725934,0.002106624,0.00001273807,0.0001979808,0.00002198645,0.00007132062,0.002318931],"study_design_scores_gemma":[0.000002335833,0.00006788838,0.9950989,0.000009886121,0.000008079004,0.0001470375,0.00448925,0.00001782729,0.0000202595,0.000007954539,0.0001280263,0.000002571777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994968,0.00007428244,0.00002160335,0.00002029091,0.000002537066,0.000002200633,0.00003723394,5.265615e-7,0.0003444119],"genre_scores_gemma":[0.9996946,0.00007486116,0.00002629967,0.00002463776,0.000003560896,0.000004447471,0.00005548262,6.278046e-7,0.0001156536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302317,"threshold_uncertainty_score":0.0258947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970003234622146,"score_gpt":0.3291633014614459,"score_spread":0.2894632691152245,"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."}}