{"id":"W4402581978","doi":"10.1136/bmjopen-2023-080106","title":"Risk factors of skin tear in older persons: a protocol for systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Xiamen University","keywords":"Medicine; Meta-analysis; Intervention (counseling); Gerontology; Protocol (science); Older people; Affect (linguistics); Aged care; Identification (biology); Alternative medicine; Nursing; Pathology","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":[0.08152214,0.00617284,0.0224175,0.01310994,0.003143002,0.00702612,0.005556047,0.007397819,0.05894458],"category_scores_gemma":[0.1300362,0.004426669,0.03099219,0.01249535,0.003663115,0.006474148,0.004024605,0.006920512,0.004859755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01348433,"about_ca_system_score_gemma":0.04287733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005644322,"about_ca_topic_score_gemma":0.01002338,"domain_scores_codex":[0.9473634,0.02257172,0.01878512,0.004035,0.005662483,0.001582312],"domain_scores_gemma":[0.9357865,0.03031789,0.01388011,0.006672595,0.01190411,0.001438746],"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":[0.00371427,0.0001425781,0.0004092776,0.9524657,0.01122628,0.0002080844,0.000582714,0.0007413866,0.0005329679,0.002510147,0.01241215,0.01505443],"study_design_scores_gemma":[0.04420708,0.001814255,0.006174267,0.7069139,0.1050032,0.0005002558,0.0008861566,0.002926881,0.002384207,0.0128808,0.1157138,0.0005951627],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006433039,0.008398946,0.005679416,0.0006940178,0.0005894388,0.975412,0.007528091,0.000351375,0.0007034427],"genre_scores_gemma":[0.0006619208,0.00177436,0.005378366,0.0001922525,0.00002664288,0.9911765,0.0005221267,0.0000172441,0.0002506508],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08152214,"threshold_uncertainty_score":0.4311355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2919249512098841,"score_gpt":0.5821341772751656,"score_spread":0.2902092260652815,"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."}}