{"id":"W2767860170","doi":"10.12968/bjon.2017.26.20.1128","title":"Prevention and management of incontinence-associated dermatitis","year":2017,"lang":"en","type":"review","venue":"British Journal of Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; MEDLINE; Dermatology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733435,0.000177589,0.001361128,0.0002170556,0.000447813,0.00005305169,0.0003563438,0.000230963,0.0001009229],"category_scores_gemma":[0.0001171649,0.0001933129,0.0003800044,0.00008940033,0.00007935511,0.0002679075,0.000140198,0.0006490189,0.000006064832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193485,"about_ca_system_score_gemma":0.0001519828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003204739,"about_ca_topic_score_gemma":0.00003259686,"domain_scores_codex":[0.9966872,0.000930424,0.001621144,0.0001598849,0.0003382741,0.0002631186],"domain_scores_gemma":[0.9949223,0.00009400576,0.004460926,0.0001961622,0.0002245575,0.0001020144],"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":[0.000002531348,0.0001293843,0.000009268626,0.01917429,0.0004889079,0.0001387727,0.0001206513,7.92991e-8,2.668487e-8,0.0001635856,0.0169171,0.9628554],"study_design_scores_gemma":[0.0006019459,0.00003324306,0.001570562,0.3636739,0.001612032,0.0002117965,0.0001692324,0.000001048596,2.82982e-8,0.0006447628,0.6313718,0.0001096319],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001929518,0.9847437,0.0007767499,0.00008163327,0.001296184,0.001034473,0.00002213647,0.00001300248,0.01201279],"genre_scores_gemma":[0.0001826834,0.9942636,0.0009071831,0.00002171789,0.0001303613,0.00002057909,0.00001869668,0.00002859626,0.00442655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9627458,"threshold_uncertainty_score":0.7883071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1982911421058179,"score_gpt":0.5082439829143718,"score_spread":0.3099528408085539,"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."}}