{"id":"W2117837748","doi":"10.1093/occmed/kqs135","title":"DASH work module in workers with hand-arm vibration syndrome","year":2012,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Toronto Rehabilitation Institute; Public Health Ontario; University of Toronto; Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Dash; Medicine; Work (physics); Physical medicine and rehabilitation; Physical therapy; Computer science; Engineering; Mechanical engineering","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":[0.00067286,0.0001900985,0.0003638051,0.0003380675,0.00009123301,0.00001006628,0.0000667578,0.0001126834,0.0008001341],"category_scores_gemma":[0.0004671669,0.000137979,0.00002765604,0.0007974324,0.0001724843,0.0003556031,0.00001659828,0.0002788023,0.0001124653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010496,"about_ca_system_score_gemma":0.000224958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009753551,"about_ca_topic_score_gemma":0.00003471554,"domain_scores_codex":[0.9981754,0.00008811501,0.0004023554,0.0002463068,0.0007086176,0.0003792177],"domain_scores_gemma":[0.9987659,0.0002927138,0.0001381781,0.000273833,0.0001629465,0.0003663601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001018384,0.0003563518,0.9899881,0.0001019531,0.00003006439,0.00003247535,0.0004119974,0.0001289415,0.0002916068,0.000956878,0.004552104,0.002131093],"study_design_scores_gemma":[0.003169188,0.0009826344,0.9929341,0.000923903,0.00003945714,0.0001586739,0.0001032863,0.0002522712,0.0002319121,0.00006336524,0.001002626,0.0001385641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758005,0.000564262,0.006300399,0.01257843,0.0004087637,0.0009274035,0.000004483335,0.00008473012,0.00333106],"genre_scores_gemma":[0.9894447,0.00001288314,0.005973457,0.003082492,0.0005841175,0.00008869633,0.0003317558,0.00003038181,0.0004514764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364427,"threshold_uncertainty_score":0.8760908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016812740384446,"score_gpt":0.3310877151335705,"score_spread":0.3009195877297261,"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."}}