{"id":"W1514585048","doi":"10.3233/wor-131709","title":"Modifiable worker risk factors contributing to workplace absence: A stakeholder-centred best-evidence synthesis of systematic reviews","year":2014,"lang":"en","type":"review","venue":"Work","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for the Relief of Pain and Disability; University of Northern British Columbia","funders":"","keywords":"PsycINFO; MEDLINE; Grey literature; Systematic review; Inclusion (mineral); Stakeholder; Cochrane Library; Medicine; Psychological intervention; Psychology; Population; Applied psychology; Nursing; Meta-analysis; Environmental health; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01279219,0.00133641,0.01052915,0.0005148268,0.001773117,0.00006612886,0.001393124,0.001499386,0.0004725505],"category_scores_gemma":[0.04128544,0.0009484131,0.001148623,0.002875404,0.00009025363,0.0001654901,0.0005254411,0.003081476,0.004208817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072968,"about_ca_system_score_gemma":0.001250744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004823525,"about_ca_topic_score_gemma":0.00004131047,"domain_scores_codex":[0.9757106,0.01263196,0.00645158,0.001298332,0.0009367091,0.002970761],"domain_scores_gemma":[0.951738,0.03730381,0.007170408,0.002365198,0.0003789685,0.001043601],"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":[0.00006031355,0.00007763199,0.00340393,0.8879853,0.0002238246,0.00000701712,0.002077425,0.00006657375,5.117497e-8,0.00007885465,0.01545122,0.09056783],"study_design_scores_gemma":[0.0001119586,0.0000292789,0.00001017349,0.5836765,0.001811891,0.000001110956,0.0008135379,0.0000095151,2.077943e-7,0.00001222132,0.4130303,0.0004933114],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009066889,0.9753183,0.0009351324,0.0001187901,0.002002871,0.02011877,0.00008329344,0.0001708997,0.001161349],"genre_scores_gemma":[0.0005319309,0.9866078,0.0009637262,0.0001902935,0.0006537965,0.005019985,0.00003096284,0.0002127325,0.005788777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3975791,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.220145695385492,"score_gpt":0.4276482364772222,"score_spread":0.2075025410917302,"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."}}