{"id":"W430607757","doi":"10.1007/s10350-004-6507-3","title":"Revising the Troublesome Stoma","year":2003,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Abdominoplasty; Surgery; Seroma; Ileostomy; Stoma (medicine); Colostomy; Scars; Plastic surgery; Complication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005064626,0.0007517945,0.0004015551,0.0005728113,0.001402458,0.0008741811,0.0006707205,0.001429852,0.008336181],"category_scores_gemma":[0.004108019,0.0001668711,0.0005825268,0.0004084148,0.0008478351,0.001139067,0.0007208611,0.001515211,0.002678476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003332489,"about_ca_system_score_gemma":0.0006016137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003994998,"about_ca_topic_score_gemma":0.001331201,"domain_scores_codex":[0.9995515,0.00009762253,0.00007148214,0.00005774266,0.00009211003,0.0001295955],"domain_scores_gemma":[0.9980782,0.0005184535,0.0004628249,0.0002125474,0.0002184373,0.0005095173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000771083,0.0007911284,0.1757834,0.002246873,0.0001917385,0.1827135,0.002173184,0.0007137717,0.02995593,0.001530805,0.04608025,0.5570483],"study_design_scores_gemma":[0.0001189041,0.001887133,0.1146512,0.001130788,0.0002168773,0.7457989,0.003520687,0.001512382,0.008661327,0.001798993,0.1205805,0.0001222808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185281,0.02443049,0.009511113,0.01524168,0.004877461,0.0001705553,0.0003256761,0.0009175758,0.02599732],"genre_scores_gemma":[0.9673023,0.006955959,0.006655402,0.004848127,0.002770848,0.00004971401,0.0002697922,0.0001821021,0.01096588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008336181,"threshold_uncertainty_score":0.02788734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264598325727511,"score_gpt":0.2607678728240555,"score_spread":0.2481218895667804,"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."}}