{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035649,0.0001462695,0.0002928693,0.00006611017,0.00006520779,0.00001135305,0.0003866648,0.00003379787,0.0000602255],"category_scores_gemma":[0.00003221745,0.0000904524,0.0001512511,0.00006426078,0.00008983305,0.00002133728,0.00006935185,0.0003386062,0.0000995223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001770572,"about_ca_system_score_gemma":0.00001519149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004330295,"about_ca_topic_score_gemma":0.000001254096,"domain_scores_codex":[0.9986234,0.0004762686,0.0004196406,0.000151187,0.00008921258,0.000240316],"domain_scores_gemma":[0.9988568,0.0002500865,0.0004702825,0.0002807429,0.00005133735,0.0000907381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04293977,0.0006358078,0.002526344,0.0001746107,0.002342515,0.0001168007,0.01594687,0.007257592,0.1058316,0.05327456,0.04472636,0.7242271],"study_design_scores_gemma":[0.01197661,0.01099343,0.8717181,0.0001963967,0.0002035473,0.00006472406,0.003323528,0.00006598335,0.004829331,0.002635102,0.09331294,0.000680268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913076,0.0001464314,0.00009552463,0.00007855056,0.0009136719,0.0001006331,0.000001874323,0.000007589907,0.08557971],"genre_scores_gemma":[0.9992887,0.00002298059,0.00002930142,0.0001986803,0.0003498472,0.000002403824,0.000002346962,0.00003576488,0.00006992706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8691918,"threshold_uncertainty_score":0.3688542,"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."}}