{"id":"W4206897071","doi":"10.3233/wor-210692","title":"The role of at home workstation ergonomics and gender on musculoskeletal pain","year":2022,"lang":"en","type":"article","venue":"Work","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Shoulders; Human factors and ergonomics; Physical therapy; Medicine; Neck pain; Occupational safety and health; Musculoskeletal pain; Physical medicine and rehabilitation; Poison control; Medical emergency; Surgery","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":[0.00054599,0.00009675599,0.0001030356,0.00004537565,0.0003384015,0.00001205049,0.0001426042,0.00003845646,0.0003587968],"category_scores_gemma":[0.00001743228,0.00008340312,0.00008582006,0.0001365153,0.00007685438,0.00001591797,0.0001186217,0.000158261,0.00002967566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006157522,"about_ca_system_score_gemma":0.00001133981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000266738,"about_ca_topic_score_gemma":0.00002992918,"domain_scores_codex":[0.9990941,0.0002291358,0.0001744843,0.0002108346,0.000089033,0.0002024587],"domain_scores_gemma":[0.999288,0.0002945731,0.00009844387,0.0002688652,0.000009569841,0.00004052986],"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":[0.001501317,0.0002808876,0.03563858,0.00002111705,0.0002778542,0.000002773769,0.005535551,0.002053827,0.0001977885,0.19363,0.009951295,0.750909],"study_design_scores_gemma":[0.001450727,0.0008347313,0.61288,0.000008612832,0.00006194886,0.000003873947,0.009968872,0.0003444226,0.00001167404,0.02876394,0.3451694,0.0005018305],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833184,0.002040597,0.00003910493,0.0002068948,0.0004402567,0.0001734651,0.00001097321,0.0000178783,0.01375242],"genre_scores_gemma":[0.9983976,0.00006482343,0.00004473936,0.0001635507,0.00003973048,0.00009216588,0.00002159863,0.00002199902,0.001153763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7504072,"threshold_uncertainty_score":0.3928573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009316594800521313,"score_gpt":0.2528880707153784,"score_spread":0.2435714759148571,"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."}}