{"id":"W2061591295","doi":"10.1007/s00421-015-3163-3","title":"The effect of walking while typing on neck/shoulder patterns","year":2015,"lang":"en","type":"article","venue":"European Journal of Applied Physiology","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish Rehabilitation Hospital","funders":"","keywords":"Electromyography; Sitting; Medicine; Physical medicine and rehabilitation; Physical therapy; Treadmill; Sports medicine; Wrist; Deltoid curve; Anatomy","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":[0.0002998801,0.000415828,0.0003577902,0.0003003929,0.0002332466,0.0004717651,0.0002034151,0.0004157293,0.003948646],"category_scores_gemma":[0.004425236,0.0002186061,0.0003553751,0.0002209657,0.0002567422,0.0002458341,0.0003485807,0.0004117441,0.0004244798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000840611,"about_ca_system_score_gemma":0.0001678908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475396,"about_ca_topic_score_gemma":0.002005345,"domain_scores_codex":[0.9997823,0.00006064575,0.00002726088,0.00004024642,0.00003100514,0.00005852949],"domain_scores_gemma":[0.9976664,0.001498129,0.0001901424,0.00009657058,0.0001804212,0.0003683665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1583787,0.006682436,0.2019963,0.001188805,0.00109747,0.0009838881,0.003182509,0.001787784,0.5362294,0.0001193597,0.0009963149,0.08735721],"study_design_scores_gemma":[0.0002002596,0.006513416,0.9855157,0.00003599539,0.0002729975,0.0001995784,0.000469586,0.0007507932,0.005661489,0.00007152417,0.0002893593,0.00001941426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992927,0.0000679689,0.0001275892,0.0000134274,0.00001895083,0.00001150224,0.0001077472,0.000007360009,0.0003526454],"genre_scores_gemma":[0.999002,0.00006416639,0.0001761426,0.00002104735,0.00001357198,0.00002293203,0.0001181589,0.00000927459,0.0005727216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003948646,"threshold_uncertainty_score":0.01320958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817510762150354,"score_gpt":0.2725085731812397,"score_spread":0.2543334655597362,"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."}}