{"id":"W2094662502","doi":"10.1093/eurpub/ckr101","title":"Effectiveness of return-to-work interventions for disabled people: a systematic review of government initiatives focused on changing the behaviour of employers","year":2011,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Psychological intervention; Systematic review; Work (physics); Government (linguistics); Business; Public relations; Psychology; Nursing; Medicine; Political science; MEDLINE; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01386761,0.001116112,0.00650029,0.007357668,0.0005752899,0.002342224,0.001587177,0.001682674,0.00342958],"category_scores_gemma":[0.05409016,0.0007508748,0.006790527,0.006187801,0.001079202,0.001742443,0.001645689,0.001284625,0.0002291103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494007,"about_ca_system_score_gemma":0.01506983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008623024,"about_ca_topic_score_gemma":0.02322947,"domain_scores_codex":[0.987136,0.005822536,0.003689083,0.0006950582,0.002264638,0.0003925776],"domain_scores_gemma":[0.9557934,0.0339999,0.006764268,0.0005506041,0.002382078,0.000509709],"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":[0.0005090943,0.0000543693,0.0008247576,0.9328904,0.006425905,0.00007608584,0.0004048246,0.00009357388,0.0001227603,0.0001388006,0.0007443606,0.05771509],"study_design_scores_gemma":[0.0005357518,0.0005106536,0.006291077,0.9391915,0.04247826,0.000171505,0.0005789474,0.00005524444,0.0002651996,0.0001698335,0.009726561,0.00002540945],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004488633,0.9935912,0.000135624,0.0003691392,0.000112769,0.0004663127,0.0004023318,0.00001075411,0.0004233427],"genre_scores_gemma":[0.04647491,0.9509389,0.000733086,0.0005967011,0.0000646662,0.0008057058,0.0002542055,0.000007694905,0.0001240457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01386761,"threshold_uncertainty_score":0.07333976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315404107841384,"score_gpt":0.4458222265409675,"score_spread":0.2142818157568291,"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."}}