{"id":"W4317644411","doi":"10.1177/216507990605400105","title":"Musculoskeletal Injuries among Ultrasound Sonographers in Rural Manitoba","year":2006,"lang":"en","type":"article","venue":"AAOHN Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human factors and ergonomics; Medicine; Occupational safety and health; Sonographer; Rural area; Work (physics); Software; Medical education; Poison control; Medical emergency; Engineering; Ultrasonography; Computer science; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003510319,0.000318831,0.0002175647,0.001664092,0.001034145,0.0005434769,0.0003582061,0.0003696138,0.001885461],"category_scores_gemma":[0.001541726,0.0004414721,0.0001481563,0.001128382,0.0006865691,0.0002748538,0.0005056739,0.000343623,0.000256919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009490715,"about_ca_system_score_gemma":0.001146127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1874851,"about_ca_topic_score_gemma":0.2998002,"domain_scores_codex":[0.9996111,0.0001220138,0.00002117867,0.00004800917,0.00009591552,0.0001017493],"domain_scores_gemma":[0.998939,0.0001696043,0.0003349498,0.00003670316,0.0002260333,0.0002936677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007180932,0.0001172291,0.9929507,0.00002018319,0.00001649755,0.0003325265,0.00201168,0.00002413624,0.001240187,0.00001350498,0.0001020034,0.003099564],"study_design_scores_gemma":[0.00001503153,0.0002848939,0.9947718,0.00001609757,0.00001818149,0.0004245194,0.003995401,0.00008284492,0.0001124393,0.000009330404,0.0002648801,0.000004607552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996821,0.00006622823,0.00003205992,0.00003559333,0.00000173947,0.000005451546,0.00001680814,0.000002752584,0.000157349],"genre_scores_gemma":[0.9990964,0.000255107,0.00009538572,0.00008346296,0.000007037988,0.00001034164,0.00005175197,0.000002256031,0.0003984373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8125148,"threshold_uncertainty_score":0.3727878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387874503094117,"score_gpt":0.408519667106288,"score_spread":0.3846409220753468,"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."}}