{"id":"W160859945","doi":"10.2310/6620.2010.09103","title":"Stoma Dermatitis: Prevalent but Often Overlooked","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Stoma care and complications","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Irritant contact dermatitis; Contact dermatitis; Stoma (medicine); Etiology; Allergic contact dermatitis; Diaper Dermatitis; Allergy; Surgery; Pathology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005002712,0.0001383794,0.0002128675,0.00009695212,0.000112685,0.00003399937,0.0001376902,0.0001000288,0.001249837],"category_scores_gemma":[0.00007411284,0.0001327635,0.0001123496,0.0001449403,0.00007017649,0.0001224776,0.0000477563,0.0002593169,0.001025076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003131033,"about_ca_system_score_gemma":0.00008727006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045226,"about_ca_topic_score_gemma":0.00009647921,"domain_scores_codex":[0.9990115,0.00001547584,0.0002684655,0.0001965454,0.0002772578,0.0002307464],"domain_scores_gemma":[0.9989547,0.00005675296,0.00007314852,0.0005832892,0.0001507452,0.0001814027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000008067464,0.0004167605,0.04953831,0.0004180113,0.0002233848,0.0002940223,0.0014519,0.000001259022,0.02534725,0.01564152,0.8459271,0.06073245],"study_design_scores_gemma":[0.000685531,0.00005195675,0.7409995,0.00006247018,0.00008839936,0.001246794,0.00007578424,0.0002477184,0.006624897,0.0007140343,0.2490447,0.0001582877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379292,0.0002664628,0.0006527064,0.014491,0.0004409645,0.0004840131,0.00006361232,0.000293498,0.04537856],"genre_scores_gemma":[0.9759308,0.00005703387,0.002370291,0.01895299,0.0002398777,0.0001355988,0.00007779355,0.00002524382,0.002210397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6914611,"threshold_uncertainty_score":0.9997528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278151900291845,"score_gpt":0.2629741981360856,"score_spread":0.2501926791331671,"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."}}