{"id":"W2011660233","doi":"10.1260/0263-0923.30.3.197","title":"Examination of Vibration Characteristics, and Reported Musculoskeletal Discomfort for Workers Exposed to Vibration via the Feet","year":2011,"lang":"en","type":"article","venue":"Journal of low frequency noise, vibration and active control","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University; University of Toronto; Laurentian University","funders":"Workplace Safety and Insurance Board","keywords":"Vibration; Whole body vibration; Accelerometer; Foot (prosody); Medicine; Physical medicine and rehabilitation; Physical therapy; Acoustics; Computer science; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009922925,0.0002078879,0.0005094439,0.0002928835,0.0001725275,0.00004943399,0.0000763362,0.0001286048,0.00003664156],"category_scores_gemma":[0.0008329013,0.0001492137,0.0001265798,0.0002027146,0.0001117035,0.001077775,0.00001129495,0.0002082641,5.973295e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008201499,"about_ca_system_score_gemma":0.0002191407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001470503,"about_ca_topic_score_gemma":0.00002257145,"domain_scores_codex":[0.997916,0.0002212216,0.001080583,0.0002301405,0.0003702226,0.0001818192],"domain_scores_gemma":[0.9972059,0.0003163236,0.00138881,0.0001987597,0.0006739011,0.0002163689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004466087,0.0005767819,0.02499299,0.0005260379,0.0004378151,0.00001715876,0.004184246,0.00002013035,0.8757653,0.001913458,0.0001183538,0.08698168],"study_design_scores_gemma":[0.005054938,0.004097362,0.9211442,0.0003337766,0.0003744415,0.0001010899,0.0007429831,0.005352144,0.06187952,0.0006774774,0.00002712617,0.0002149657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7210171,0.00007020895,0.2748185,0.001934846,0.0002638426,0.001661988,0.00002570846,0.00001513161,0.0001927121],"genre_scores_gemma":[0.9930864,0.00004851909,0.005614608,0.0007855296,0.0003106669,0.00005921033,0.00005221818,0.00002508624,0.00001777175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8961512,"threshold_uncertainty_score":0.6084757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244481190112592,"score_gpt":0.286879475367646,"score_spread":0.2644346634665201,"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."}}