{"id":"W150262072","doi":"10.22260/isarc2013/0057","title":"A Human Body Posture Sensor for Monitoring and Diagnosing MSD Risk Factors","year":2013,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Elbow; Exoskeleton; Accelerometer; Engineering; Hinge; Computer science; Simulation; Computer vision; Structural engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002631563,0.0004045272,0.0004053927,0.0005411606,0.0001638684,0.0003958575,0.0003452626,0.0008200341,0.002609909],"category_scores_gemma":[0.0004771368,0.000175922,0.0002085134,0.0003368142,0.0001350311,0.000329686,0.0004264645,0.0002525387,0.00128802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358694,"about_ca_system_score_gemma":0.000211706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006648147,"about_ca_topic_score_gemma":0.001034551,"domain_scores_codex":[0.9996967,0.00005319556,0.00001415067,0.00007157979,0.0001455992,0.0000186551],"domain_scores_gemma":[0.9998287,0.00004127248,0.00002057957,0.0000149402,0.00007900813,0.00001545757],"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":[0.0005948074,0.0002859171,0.01488947,0.0005044881,0.00009015499,0.0003528294,0.0001620742,0.002629532,0.4067169,0.0007596668,0.009527879,0.5634863],"study_design_scores_gemma":[0.0004130959,0.005054375,0.2109876,0.0005448222,0.0005454283,0.007597576,0.0004520949,0.3288172,0.3767929,0.002703805,0.06576222,0.0003289211],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2797837,0.01088407,0.6814488,0.0009643969,0.001373418,0.0003623845,0.001752827,0.004024023,0.01940643],"genre_scores_gemma":[0.8598833,0.002443386,0.1253005,0.00045834,0.00026895,0.0001744045,0.0006048185,0.00005338621,0.01081287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002609909,"threshold_uncertainty_score":0.008731008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06540375971472602,"score_gpt":0.428219353009265,"score_spread":0.362815593294539,"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."}}