{"id":"W2176683802","doi":"10.3390/safety1010071","title":"Predicting Whole Body Vibration Exposure from Occupational Quad Bike Use in Farmers","year":2015,"lang":"en","type":"article","venue":"Safety","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Whole body vibration; Axle; Engineering; Suspension (topology); Vibration; Environmental health; Statistics; Structural engineering; Medicine; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158112,0.0003889474,0.0002793419,0.0003955735,0.0002553709,0.0005476332,0.000288396,0.0005748462,0.001534813],"category_scores_gemma":[0.004075751,0.0003026258,0.0005022072,0.0002829414,0.0002119555,0.0003644837,0.0004565287,0.0003493435,0.0003491068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046993,"about_ca_system_score_gemma":0.0003257605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00782825,"about_ca_topic_score_gemma":0.01042378,"domain_scores_codex":[0.9995634,0.0001983413,0.00003018738,0.00009823111,0.00005532883,0.00005462772],"domain_scores_gemma":[0.9980299,0.001234902,0.0003947111,0.0001009526,0.0001241406,0.0001154403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335255,0.00007962839,0.994799,0.000009299178,0.00005588309,0.00005085589,0.0002249131,0.001065402,0.0009053623,0.00001228107,0.00004658692,0.002617174],"study_design_scores_gemma":[0.000005009383,0.0003239611,0.9914604,0.000009603795,0.00003828228,0.00006229942,0.0005084944,0.007239749,0.0001877079,0.00007254397,0.00008677294,0.000005258376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994529,0.00001938257,0.0003832218,0.00001360288,9.409848e-7,0.000003441848,0.00006501355,0.000002310318,0.00005916188],"genre_scores_gemma":[0.9993777,0.00002598208,0.0003054597,0.000005137674,0.000001389276,0.000008469825,0.000112402,0.000001124961,0.00016243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00782825,"threshold_uncertainty_score":0.01556534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794127020005076,"score_gpt":0.3264603591346929,"score_spread":0.2785190889346422,"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."}}