{"id":"W2060404611","doi":"10.7870/cjcmh-2006-0025","title":"A Systematic Review of Psychological Return-to-Work Interventions for People with Mental Health Problems and/or Physical Injuries","year":2006,"lang":"en","type":"review","venue":"Canadian Journal of Community Mental Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Psychological intervention; Mental health; Psychology; Coping (psychology); Applied psychology; Cognition; Clinical psychology; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008010777,0.0005718112,0.006405437,0.0006407727,0.00315385,0.00002664111,0.0008069266,0.000258854,0.00004822402],"category_scores_gemma":[0.0004165323,0.0003752001,0.0007484372,0.0009912688,0.000158276,0.0001252039,0.0001076664,0.003336413,0.000008927834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300728,"about_ca_system_score_gemma":0.008584534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009712614,"about_ca_topic_score_gemma":0.1057334,"domain_scores_codex":[0.9853078,0.008300654,0.004513467,0.000231818,0.0004175876,0.001228726],"domain_scores_gemma":[0.9898919,0.001474386,0.005215596,0.0006782809,0.0003299866,0.002409833],"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":[0.00007852753,0.0002154531,0.0000566602,0.9445751,0.0001154887,0.00000146054,0.009603489,1.240334e-7,4.034918e-9,0.0001481727,0.03607839,0.009127156],"study_design_scores_gemma":[0.0006348797,0.003864225,0.00005177511,0.8650146,0.0002935907,0.0001561502,0.002313619,6.709382e-7,1.081678e-8,0.00006607705,0.1273637,0.0002406947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004656215,0.9744556,0.00006416375,0.009236494,0.0005862007,0.01416385,0.0009093791,0.00001707852,0.000101603],"genre_scores_gemma":[0.0007586721,0.9918165,0.0006329343,0.005138866,0.0002008204,0.0005849106,0.0004840194,0.0000916616,0.0002916005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0960208,"threshold_uncertainty_score":0.99987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322870990163863,"score_gpt":0.4933994594173323,"score_spread":0.361112360400946,"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."}}