{"id":"W2035321991","doi":"10.1016/s0003-6870(02)00038-8","title":"The prevalence of musculoskeletal symptoms among British Columbia sonographers","year":2002,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"","keywords":"Psychosocial; Medicine; Physical therapy; Musculoskeletal pain; Population; Occupational safety and health; Musculoskeletal disorder; Bivariate analysis; Working population; Neck pain; Human factors and ergonomics; Demography; Poison control; Emergency medicine; Environmental health; Psychiatry; Alternative medicine; Pathology","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":[0.0003308819,0.0001874403,0.0001884209,0.001732635,0.0008633684,0.0008366475,0.0005313321,0.0006105973,0.002531386],"category_scores_gemma":[0.002573715,0.0004020644,0.0001196141,0.001368171,0.0004812468,0.0003281244,0.0004025315,0.0004503589,0.0004533069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009142,"about_ca_system_score_gemma":0.001562398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7631608,"about_ca_topic_score_gemma":0.8738794,"domain_scores_codex":[0.9995173,0.0000728731,0.00004584116,0.00006740727,0.0001684774,0.0001280624],"domain_scores_gemma":[0.9980273,0.0003177972,0.0003868576,0.00005589899,0.0008318467,0.0003802099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006519152,0.00003357904,0.9962236,0.00001232841,0.000009472831,0.0001261109,0.0005979043,0.0000132743,0.0005038069,0.000007289572,0.0003198762,0.002087629],"study_design_scores_gemma":[0.000001664665,0.00001365566,0.9988532,0.000005982131,0.000004411246,0.00007966809,0.0008415037,0.0000345091,0.0000343195,0.00000262775,0.0001258451,0.000002617825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998678,0.0001415379,0.00001261967,0.00006072418,0.000003232783,0.000003522988,0.0002230517,0.000002985635,0.0008742322],"genre_scores_gemma":[0.9984779,0.0001932541,0.00003565292,0.00005140429,0.000003272346,0.000004300917,0.000197948,0.000001850322,0.001034416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368392,"threshold_uncertainty_score":0.476468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005368461789708396,"score_gpt":0.2109500560698976,"score_spread":0.2055815942801892,"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."}}