{"id":"W2460459317","doi":"10.3233/oer-160238","title":"Health and safety training and prevention of hand-arm vibration syndrome through education","year":2016,"lang":"en","type":"article","venue":"Occupational Ergonomics","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Laurentian University","funders":"","keywords":"Medicine; Intervention (counseling); Occupational safety and health; Physical therapy; Occupational medicine; Occupational exposure; Nursing; Environmental health","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":[0.0003288742,0.0001829558,0.0001431909,0.000311339,0.0003213863,0.0001975769,0.0002003947,0.0003447807,0.003951978],"category_scores_gemma":[0.001125361,0.00005329317,0.0001339245,0.0001326409,0.0001561222,0.0001138811,0.0002932403,0.0002740946,0.0002114515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092429,"about_ca_system_score_gemma":0.001650833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205733,"about_ca_topic_score_gemma":0.01716032,"domain_scores_codex":[0.9998105,0.00005562803,0.000007518355,0.00001437863,0.00004152143,0.00007050146],"domain_scores_gemma":[0.9995864,0.0001122393,0.00008859357,0.000007035674,0.00004983973,0.0001560329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001496018,0.01667796,0.3636568,0.001939825,0.0001182511,0.000440006,0.001960577,0.001045796,0.01068276,0.0002659391,0.004785565,0.5969306],"study_design_scores_gemma":[0.0001943914,0.004178628,0.9888414,0.0005157779,0.00005305879,0.0002375369,0.000559299,0.0003973539,0.001314243,0.0001159117,0.00358479,0.000007687406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904227,0.002372619,0.0004912938,0.001367303,0.00003950524,0.0001103748,0.00005311299,0.00003630097,0.00510673],"genre_scores_gemma":[0.9951315,0.001786576,0.001314944,0.0001876358,0.00005190699,0.0000677688,0.00005001201,0.000001877318,0.001407739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01205733,"threshold_uncertainty_score":0.0239743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701365444202359,"score_gpt":0.3494642615625967,"score_spread":0.3124506071205732,"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."}}