{"id":"W2527947551","doi":"","title":"On-body ergonomic lifting aid: It's effectiveness, safety and user acceptability","year":2014,"lang":"en","type":"article","venue":"Industrial Engineering and Management","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Lumbar; Lift (data mining); Physical medicine and rehabilitation; Low back pain; Work (physics); Physical therapy; Computer science; Biomedical engineering; Simulation; Medicine; Engineering; Surgery; Mechanical engineering; Data mining","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008294419,0.0001363117,0.0002202448,0.0000923655,0.00005481651,0.00002354998,0.00003067766,0.00009241953,0.00002202026],"category_scores_gemma":[0.0003147653,0.0001159736,0.00004353045,0.00007842643,0.00003091878,0.00004647714,0.00005317809,0.000171273,0.000004896013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006193087,"about_ca_system_score_gemma":0.000006241085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002626971,"about_ca_topic_score_gemma":8.445513e-7,"domain_scores_codex":[0.9992412,0.00005843285,0.0001861465,0.0002571534,0.00010034,0.0001567815],"domain_scores_gemma":[0.9993621,0.0003245557,0.00002801056,0.000173151,0.00001226608,0.00009988963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003758152,0.0006613583,0.04428687,0.01184439,0.001134486,0.00001869075,0.0005114932,0.03051424,0.004619007,0.1066677,0.002559768,0.7934238],"study_design_scores_gemma":[0.009158092,0.001053694,0.865559,0.0009817383,0.000173976,0.000003401465,0.000155033,0.02627067,0.0003102,0.0001127581,0.09577526,0.0004461632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908332,0.0000261207,0.004736986,0.0005939532,0.0003934886,0.0007724208,0.000001473227,0.00009378212,0.002548633],"genre_scores_gemma":[0.9991018,0.00004633967,0.0003587226,0.00008493234,0.0002154394,0.00002588147,0.0000072373,0.00001534894,0.0001443113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8212721,"threshold_uncertainty_score":0.4729268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063725925191205,"score_gpt":0.2378360372733702,"score_spread":0.228772311348179,"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."}}