{"id":"W4384923999","doi":"10.2196/48178","title":"Wearable Devices and Nurses’ Health: Protocol for an Integrative Review","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Wearable computer; Wearable technology; Workload; Health care; MEDLINE; Workforce; Medicine; Nursing; Protocol (science); Computer science; Alternative medicine; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.06667506,0.005733804,0.01564891,0.0179287,0.004140831,0.008042704,0.005807634,0.006413525,0.06419922],"category_scores_gemma":[0.1005201,0.004923434,0.01797911,0.01820478,0.004415116,0.008150619,0.0054374,0.006786585,0.01037423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01445952,"about_ca_system_score_gemma":0.05413161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005847964,"about_ca_topic_score_gemma":0.01243202,"domain_scores_codex":[0.9512097,0.01938413,0.01796825,0.003596734,0.006105669,0.001735511],"domain_scores_gemma":[0.924458,0.03035724,0.01464222,0.007056846,0.02170398,0.001781639],"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":[0.002976375,0.0002854592,0.0005952826,0.9167514,0.002728679,0.0007134422,0.002116624,0.0008793239,0.001458029,0.004061672,0.03630733,0.03112643],"study_design_scores_gemma":[0.01487381,0.001741339,0.005132508,0.6600247,0.01124658,0.0008779489,0.003008544,0.0009478439,0.001901074,0.009443836,0.2903256,0.0004761477],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003280491,0.003700697,0.00148197,0.0004985443,0.0003946953,0.9883376,0.00446632,0.00008834627,0.0007038744],"genre_scores_gemma":[0.000314299,0.001772444,0.003261775,0.0002858541,0.00003877302,0.9933348,0.0006441927,0.00001022024,0.0003377485],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06667506,"threshold_uncertainty_score":0.3526157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6378096183937884,"score_gpt":0.7413677443716462,"score_spread":0.1035581259778579,"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."}}