{"id":"W4321996681","doi":"10.1007/s11657-023-01224-y","title":"Bracing and taping interventions for individuals with vertebral fragility fractures: a systematic review of randomized controlled trials with GRADE assessment","year":2023,"lang":"en","type":"review","venue":"Archives of Osteoporosis","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Institute for Aging; University of British Columbia, Okanagan Campus; University of British Columbia; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Psychological intervention; Physical therapy; Randomized controlled trial; Bracing; Meta-analysis; Fragility; Systematic review; Evidence-based medicine; Physical medicine and rehabilitation; MEDLINE; Alternative medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007372643,0.00051239,0.02484137,0.0005915777,0.00007331159,0.00003122948,0.000188101,0.0001418667,0.00002088833],"category_scores_gemma":[0.008785557,0.0002416167,0.004260648,0.0002577468,0.0002609384,0.00006909081,0.00006755191,0.0003200717,2.327831e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002891457,"about_ca_system_score_gemma":0.0003082813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003161804,"about_ca_topic_score_gemma":0.0000057228,"domain_scores_codex":[0.9923881,0.00185278,0.004623784,0.0004149991,0.0005093675,0.0002109269],"domain_scores_gemma":[0.9778857,0.01419943,0.007107085,0.0005330255,0.000166187,0.000108542],"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":[0.004165652,0.0001163933,0.000009541442,0.9794448,0.007200923,0.000001911663,0.000176841,1.493982e-7,0.000001304538,0.0003301014,0.00002037072,0.008532031],"study_design_scores_gemma":[0.05359292,0.0008895686,0.00001601148,0.8856703,0.05862706,0.00002864796,0.00009708692,0.0000132551,0.00001676425,0.0004537424,0.0003945275,0.0002001393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001748426,0.9550716,0.01336471,0.0001582105,0.00002767311,0.03095827,0.0002575151,0.00006059045,0.0000839601],"genre_scores_gemma":[0.0003803486,0.9738703,0.01811685,0.0001037482,0.00003440709,0.006975345,0.0003823247,0.0000642793,0.00007243497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0937745,"threshold_uncertainty_score":0.9995639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0769470743793956,"score_gpt":0.4367561617028011,"score_spread":0.3598090873234054,"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."}}