{"id":"W1904282833","doi":"10.1136/bmjopen-2014-007122","title":"The effectiveness of return-to-work interventions that incorporate work-focused problem-solving skills for workers with sickness absences related to mental disorders: a systematic literature review","year":2015,"lang":"en","type":"review","venue":"BMJ Open","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Sick leave; Work (physics); Mental health; Systematic review; Absenteeism; Alternative medicine; Psychiatry; Medical education; MEDLINE; Physical therapy; Social psychology; Pathology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02811437,0.0008146665,0.004611707,0.0002742278,0.001306594,0.0002331356,0.00192575,0.0005704519,0.00002342505],"category_scores_gemma":[0.001706976,0.0004345032,0.0006724446,0.003587052,0.00009308111,0.0003261033,0.001039139,0.001317733,0.0001234571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761535,"about_ca_system_score_gemma":0.001881025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004312221,"about_ca_topic_score_gemma":0.0001949373,"domain_scores_codex":[0.9832532,0.01105839,0.003132901,0.0008771341,0.0006567273,0.001021653],"domain_scores_gemma":[0.9863744,0.007324582,0.003736832,0.001435257,0.0006040691,0.0005248512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007173585,0.00008347684,0.0006578461,0.9411142,0.0004127148,0.000005899891,0.001729502,0.000004360372,6.954133e-9,0.0002870895,0.006957759,0.04802981],"study_design_scores_gemma":[0.0007832284,0.0002953768,0.0000500912,0.9161751,0.0009814743,0.000008401422,0.0005403453,7.036496e-7,5.236626e-8,0.0005915397,0.08005822,0.000515441],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001272201,0.8050727,0.0001696262,0.0007418205,0.000945742,0.1915174,0.00007301133,0.00006011294,0.001406954],"genre_scores_gemma":[0.00005165572,0.8894512,0.002131413,0.0002517635,0.00008923012,0.1021907,0.0003381171,0.0001932948,0.005302613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08932664,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08694836188138404,"score_gpt":0.4768523043322417,"score_spread":0.3899039424508576,"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."}}