{"id":"W3040308322","doi":"10.5539/ass.v16n7p67","title":"Predictors of Musculoskeletal Disorders Among Teachers: An Exploratory Investigation in Malaysia","year":2020,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Workload; Psychology; Demography; Regression analysis; Multilevel model; Medicine; Gerontology; Clinical psychology; Statistics; Mathematics; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006872261,0.0002850835,0.0002661092,0.001033159,0.0006632945,0.0006702263,0.0002950488,0.0003282518,0.001886665],"category_scores_gemma":[0.001387989,0.0004063453,0.0003685,0.0007107896,0.0003717824,0.0004432996,0.0006429196,0.000437261,0.0003002915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204652,"about_ca_system_score_gemma":0.001228146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182255,"about_ca_topic_score_gemma":0.02289386,"domain_scores_codex":[0.999622,0.0001068244,0.00004962087,0.00005512959,0.00007868586,0.00008787155],"domain_scores_gemma":[0.9988583,0.0002233736,0.0004663751,0.00004268461,0.0001341792,0.0002749642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001205026,0.0000552612,0.9979733,0.00001790192,0.000005604913,0.0001092406,0.0007464048,0.00001062162,0.00008216371,0.000007741179,0.00002704541,0.0009527645],"study_design_scores_gemma":[0.000001849129,0.0001503526,0.9930845,0.00003197171,0.00001005755,0.0004215245,0.006022178,0.00006226083,0.00004655696,0.000007846303,0.0001579047,0.000003012157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995841,0.0001001053,0.00003018155,0.00003136446,0.000001619839,0.000008657185,0.00006793537,9.392971e-7,0.0001750524],"genre_scores_gemma":[0.9994697,0.0001604809,0.00007783312,0.00001497439,0.00000375602,0.00001110929,0.00006952108,5.665483e-7,0.0001919266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182255,"threshold_uncertainty_score":0.02350748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288038726019135,"score_gpt":0.274964494600215,"score_spread":0.2620841073400237,"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."}}