{"id":"W3191735482","doi":"10.1016/j.apergo.2021.103547","title":"Evaluating a wearable biofeedback device for reducing end-range sagittal lumbar spine flexion among home caregivers","year":2021,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Sagittal plane; Physical therapy; Physical medicine and rehabilitation; Medicine; Biofeedback; Intervention (counseling); Lumbar spine; Repeated measures design; Lumbar; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008589415,0.0005801354,0.0005063434,0.0003262258,0.0002723594,0.0002631239,0.0004946942,0.0005725872,0.001297574],"category_scores_gemma":[0.001526433,0.0001936434,0.0003723655,0.0001623143,0.0001937053,0.000232269,0.0002776868,0.0003020905,0.0001211213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123422,"about_ca_system_score_gemma":0.0005188005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224343,"about_ca_topic_score_gemma":0.001819501,"domain_scores_codex":[0.999638,0.0001502642,0.00004838826,0.00004262535,0.00007089385,0.00004986189],"domain_scores_gemma":[0.9995798,0.00017806,0.00005169353,0.00001842581,0.00009133361,0.0000806793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05763567,0.1435775,0.03066523,0.008166349,0.0007304971,0.001215689,0.004142706,0.001564312,0.2501123,0.0001761298,0.001077901,0.5009357],"study_design_scores_gemma":[0.01716853,0.7698895,0.1536512,0.0007026297,0.00117334,0.0007088144,0.003121939,0.002992118,0.04772089,0.0001230385,0.002669568,0.00007840609],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983088,0.00029451,0.000599284,0.00003668529,0.00001949659,0.0004645491,0.00002537128,0.00001426059,0.0002370328],"genre_scores_gemma":[0.9903052,0.0009247808,0.006886277,0.00008421121,0.00003219158,0.001117937,0.0000684853,0.000003671056,0.0005771596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001297574,"threshold_uncertainty_score":0.004542589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719760689066691,"score_gpt":0.307609678946664,"score_spread":0.2804120720559971,"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."}}