{"id":"W2162938798","doi":"10.1539/joh.11-0176-br","title":"Evaluation of Protective Gloves and Working Techniques for Reducing Hand‐arm Vibration Exposure in the Workplace","year":2012,"lang":"en","type":"article","venue":"Journal of Occupational Health","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Vibration; Accelerometer; Reduction (mathematics); Personal protective equipment; Structural engineering; Automotive engineering; Medicine; Computer science; Engineering; Acoustics; Coronavirus disease 2019 (COVID-19); Mathematics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310243,0.00008129671,0.000248205,0.0002359336,0.0001236417,0.0000166253,0.00004683703,0.00006436744,0.000007651702],"category_scores_gemma":[0.001438527,0.00005674917,0.00004829684,0.0002066258,0.0000378027,0.0002730158,0.000007283467,0.000220713,1.522816e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332308,"about_ca_system_score_gemma":0.001232258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002969147,"about_ca_topic_score_gemma":0.00002428059,"domain_scores_codex":[0.9977056,0.0005500746,0.0006500719,0.00008273748,0.0008354757,0.000175976],"domain_scores_gemma":[0.9974808,0.0005537651,0.0008651753,0.00008828474,0.0009245429,0.00008751167],"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":[0.008878849,0.002502199,0.3237599,0.002198077,0.0001848098,0.000001670737,0.03250823,0.001082579,0.006314878,0.004622803,0.00282061,0.6151254],"study_design_scores_gemma":[0.002534623,0.003605844,0.9799877,0.001774805,0.00009317086,0.0001254737,0.001342033,0.003413313,0.005544714,0.001258948,0.0002338759,0.0000854336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524692,0.004011278,0.03058681,0.00913134,0.0002037505,0.003408833,0.00000654307,0.000008824497,0.0001733902],"genre_scores_gemma":[0.9777823,0.00004804142,0.02088556,0.0006830877,0.0005167098,0.00006299267,0.000009382591,0.000008671054,0.000003272146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6562278,"threshold_uncertainty_score":0.4541067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183494671917742,"score_gpt":0.450154010904222,"score_spread":0.3318045437124477,"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."}}