{"id":"W4365396422","doi":"10.5114/lr.2023.126303","title":"Skin complications in patients with an intestinal stoma","year":2023,"lang":"en","type":"article","venue":"Leczenie Ran","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stoma (medicine); Medicine; Internal medicine; Gastroenterology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004407584,0.00008148904,0.0001221534,0.000180322,0.00006201407,0.00001123237,0.00008605907,0.00002928424,0.00004266681],"category_scores_gemma":[0.00003411379,0.00007033039,0.00002533612,0.0007532666,0.00004187398,0.00005578151,0.00002066464,0.0001149167,0.0002434049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004228035,"about_ca_system_score_gemma":0.0000496132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006739528,"about_ca_topic_score_gemma":0.0001414687,"domain_scores_codex":[0.9993154,0.00001849127,0.0001356357,0.0002021588,0.0001566423,0.000171617],"domain_scores_gemma":[0.9993212,0.00005325162,0.00002946675,0.0003871408,0.0001130828,0.00009587548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001950325,0.0005327408,0.9678924,0.00001953887,0.00002135322,0.00001418659,0.0006086456,0.0000197314,0.0002332142,0.001742232,0.002105502,0.0266154],"study_design_scores_gemma":[0.001387324,0.0004042506,0.9954929,0.00004569927,0.00001770118,0.00001053583,0.0001114731,0.0003653851,0.00006099656,0.0002506469,0.001769442,0.00008366354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991735,0.000006825126,0.0003334421,0.00129094,0.00002206404,0.0003337657,0.000008168659,0.0001961449,0.006073628],"genre_scores_gemma":[0.9977834,9.393005e-7,0.001077089,0.0004737861,0.00003398944,0.00009182296,0.0002931794,0.00001842088,0.0002273756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02760045,"threshold_uncertainty_score":0.3128559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282753322797113,"score_gpt":0.2887590383480691,"score_spread":0.265931505120098,"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."}}