{"id":"W2970452413","doi":"10.1007/s10926-019-09856-z","title":"Reductions in Fatigue Predict Occupational Re-engagement in Individuals with Work-Related Musculoskeletal Disorders","year":2019,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Psychological intervention; Depression (economics); Rehabilitation; Health psychology; Medicine; Intervention (counseling); Clinical psychology; Occupational rehabilitation; Physical therapy; Psychiatry; Psychology; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004889584,0.0003297048,0.0003346048,0.0004154867,0.0005011368,0.0007021376,0.0003721779,0.0008986172,0.004049543],"category_scores_gemma":[0.003986155,0.0002168651,0.0005773649,0.0003424126,0.0002402779,0.0004252207,0.0006299907,0.0009323676,0.0005076308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289847,"about_ca_system_score_gemma":0.000267494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005982275,"about_ca_topic_score_gemma":0.01268562,"domain_scores_codex":[0.9996576,0.0000764299,0.0000351897,0.00005413028,0.00005321428,0.0001234211],"domain_scores_gemma":[0.9986224,0.0003292964,0.0005507985,0.00005653144,0.0001479319,0.0002929845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001291178,0.0002069109,0.9967806,0.00001631573,0.00006013353,0.00003650213,0.0000888505,0.00005116995,0.00015457,0.000009823601,0.0001047511,0.002361218],"study_design_scores_gemma":[0.000002586767,0.00007847248,0.9995358,0.000006789494,0.00001531049,0.00003309442,0.0001523244,0.00009148108,0.00001430665,0.00001380838,0.00005472215,0.000001468478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986598,0.0002250619,0.00004349137,0.0001132087,0.00001658257,0.00001026196,0.0001076054,0.000002231408,0.0008218096],"genre_scores_gemma":[0.9992564,0.00007135521,0.0000426079,0.00002712619,0.00001389188,0.000005863027,0.0001673118,8.873552e-7,0.0004145414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005982275,"threshold_uncertainty_score":0.01354706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770597311227627,"score_gpt":0.3270147461423225,"score_spread":0.3093087730300462,"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."}}