{"id":"W3203242504","doi":"","title":"[Effect of the guideline implementation \"Risk assessment and prevention of pressure ulcers\" of the Registered Nurses'Association of Ontario (RNAO).]","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Observational study; Intensive care unit; Risk assessment; Clinical Practice; Emergency medicine; Contingency table; Medical emergency; Family medicine; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004496309,0.0003018314,0.0003649773,0.0005827061,0.001067508,0.0007674054,0.0009513067,0.001060234,0.004727061],"category_scores_gemma":[0.0284065,0.0002885655,0.0007034832,0.0008974843,0.0004034771,0.0003809211,0.0009699049,0.0008021818,0.0004532097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008068866,"about_ca_system_score_gemma":0.03547861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.664876,"about_ca_topic_score_gemma":0.7312171,"domain_scores_codex":[0.9946429,0.002006613,0.0003615759,0.0003048545,0.00191808,0.0007660884],"domain_scores_gemma":[0.976352,0.003597928,0.005667157,0.0007392025,0.007238232,0.006405466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00454184,0.003041128,0.7203765,0.001727708,0.0004675441,0.0002349709,0.002106195,0.0006016379,0.0009100972,0.0003445354,0.04231354,0.2233343],"study_design_scores_gemma":[0.0004542604,0.001037935,0.9905255,0.0001931046,0.0001310665,0.00002279632,0.0003511953,0.0001279663,0.0001096604,0.00002010034,0.007011247,0.00001517919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573328,0.004838291,0.0006618188,0.01258828,0.0008709787,0.001745309,0.00486696,0.0001759042,0.01691951],"genre_scores_gemma":[0.983325,0.001937501,0.002528953,0.002294227,0.0002739245,0.0009494057,0.002043154,0.00002737039,0.006620453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.335124,"threshold_uncertainty_score":0.6741951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996579686635712,"score_gpt":0.4134294553547817,"score_spread":0.3734636584884246,"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."}}