{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02998123,0.001825741,0.009377314,0.01328825,0.001009639,0.004644339,0.002243925,0.002970912,0.003589544],"category_scores_gemma":[0.1313427,0.00144132,0.006245724,0.01075743,0.001447378,0.004002851,0.002110519,0.001788181,0.0003718944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006411702,"about_ca_system_score_gemma":0.02388644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005214627,"about_ca_topic_score_gemma":0.02013963,"domain_scores_codex":[0.9708321,0.01295691,0.008565948,0.00121875,0.005856421,0.0005699074],"domain_scores_gemma":[0.8990816,0.06960836,0.01827523,0.001236036,0.01093464,0.0008640377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002027775,0.00001849406,0.0006228436,0.9600008,0.008638968,0.00007304484,0.0002112532,0.00005677421,0.0001179241,0.0001598339,0.001066848,0.02883048],"study_design_scores_gemma":[0.0002043055,0.0001877883,0.001834049,0.94245,0.04600523,0.0001782203,0.0003033206,0.00008100634,0.0001406421,0.0002443375,0.008341939,0.00002915355],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000959108,0.9969747,0.0002009205,0.0005197412,0.0002413121,0.0007085896,0.0001215518,0.000007282591,0.0002668612],"genre_scores_gemma":[0.02271796,0.9726558,0.001555516,0.000854066,0.0002307038,0.001689058,0.0001374071,0.000007476676,0.000151998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02998123,"threshold_uncertainty_score":0.1585578,"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."}}