{"id":"W2950525013","doi":"10.12968/gasn.2019.17.sup5.s12","title":"Best-practice for stoma care in children and teenagers","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stoma (medicine); Nursing; Family medicine; Pediatrics; General 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":[0.00005012958,0.0000873345,0.000133528,0.00009200916,0.00004368133,0.00001638215,0.00004181801,0.00001876873,0.000008418609],"category_scores_gemma":[0.0001571634,0.0000872821,0.00003643522,0.0001122563,0.0000426062,0.00008167339,0.000009936125,0.000123528,0.00002069497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009664043,"about_ca_system_score_gemma":0.00005172742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004133695,"about_ca_topic_score_gemma":0.000002938365,"domain_scores_codex":[0.9993725,0.00001296781,0.0001180254,0.0002120793,0.00009054083,0.0001938768],"domain_scores_gemma":[0.9994693,0.000120297,0.00004264462,0.0001652357,0.0001305188,0.00007197324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001110369,0.0005346512,0.8657641,0.0001278134,0.0000289907,0.00002656121,0.001510171,0.00002645493,0.009245374,0.001977678,0.001063948,0.1185839],"study_design_scores_gemma":[0.003454352,0.004255116,0.961417,0.003114782,0.0002283275,0.0151558,0.01054707,0.0004756548,0.0002724742,0.0003382586,0.0005077412,0.0002333985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874265,0.0004037494,0.001278855,0.001643011,0.0000408425,0.0006539728,0.000008062454,0.00003942873,0.008505619],"genre_scores_gemma":[0.9439417,0.000002427267,0.05560306,0.0002173929,0.00007230643,0.00001573522,0.00003220722,0.00001597792,0.0000992216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183505,"threshold_uncertainty_score":0.3559261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0087186660568176,"score_gpt":0.2987758428574416,"score_spread":0.290057176800624,"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."}}