{"id":"W3201491748","doi":"10.1097/01.asw.0000790468.10881.90","title":"The Value of Nurses Specialized in Wound, Ostomy, and Continence: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Stoma care and complications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Value (mathematics); MEDLINE; General surgery","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":[0.0003536369,0.0003429369,0.003314609,0.0001395394,0.00006647428,0.00003235072,0.0003193259,0.0001518218,0.00001937391],"category_scores_gemma":[0.0008504657,0.0002219441,0.0003775257,0.0009250242,0.0002021137,0.00008199333,0.00008767631,0.0003952222,0.000007018338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433943,"about_ca_system_score_gemma":0.0004165681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003217913,"about_ca_topic_score_gemma":0.0003000753,"domain_scores_codex":[0.9972324,0.0003966124,0.001315909,0.0004304103,0.0003777608,0.0002468473],"domain_scores_gemma":[0.9970953,0.00107514,0.0005935179,0.0008992597,0.0002788112,0.00005796039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004760908,0.00002842594,0.00003671234,0.7535859,0.00005944706,0.0000401768,0.0003314009,1.478801e-7,3.522496e-8,0.002904965,0.00009283843,0.2429152],"study_design_scores_gemma":[0.0001995867,0.00002707115,0.00001034131,0.4598596,0.000924762,0.0001420576,0.001258167,2.139519e-7,2.069709e-7,0.00007503873,0.5373801,0.0001228243],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001360052,0.9917742,0.000005797157,0.00007857296,0.0003342149,0.004015219,0.00002774976,0.00001302502,0.003737633],"genre_scores_gemma":[0.0001023226,0.9976223,0.00009769724,0.0001428978,0.00009907859,0.001516952,0.00009574943,0.0000317715,0.0002913084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5372872,"threshold_uncertainty_score":0.9050616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700078316556955,"score_gpt":0.3800189248984973,"score_spread":0.3630181417329278,"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."}}