{"id":"W3145052238","doi":"10.1007/s41542-021-00080-x","title":"Workplace Interventions in Response to COVID-19: an Occupational Health Psychology Perspective","year":2021,"lang":"en","type":"review","venue":"Occupational Health Science","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"National Science Foundation of Sri Lanka; National Science Foundation","keywords":"Psychological intervention; Perspective (graphical); Public health; Occupational safety and health; Work (physics); Environmental health; Socioeconomic status; Psychology; Public relations; Applied psychology; Medicine; Political science; Nursing; Engineering; Psychiatry","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":["metaresearch","insufficient_payload"],"category_scores_codex":[0.03057276,0.0007349164,0.002608872,0.003298969,0.005959166,0.00008175725,0.001480004,0.0006044755,0.001847634],"category_scores_gemma":[0.008924375,0.0007295544,0.0004448153,0.007883964,0.0005270469,0.0005685988,0.0006287868,0.002850403,0.0007981394],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01695719,"about_ca_system_score_gemma":0.19015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433225,"about_ca_topic_score_gemma":0.005415398,"domain_scores_codex":[0.9805146,0.007861842,0.004000855,0.00258144,0.00167304,0.003368234],"domain_scores_gemma":[0.9863264,0.00346232,0.002227099,0.001377958,0.001042689,0.005563518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005849729,0.003193134,0.02604014,0.09630141,0.0001034,0.0001462154,0.03438629,0.0006054405,4.701624e-7,0.1023457,0.181461,0.549567],"study_design_scores_gemma":[0.0008350583,0.0006233275,0.03136077,0.027585,0.00001834661,0.0000509882,0.001742986,0.0000367,7.011307e-9,0.0004423677,0.9367289,0.0005755321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001108073,0.9230771,0.004830875,0.05900509,0.003341581,0.007557118,0.0006783155,0.0002184131,0.001180704],"genre_scores_gemma":[0.0002981687,0.8665808,0.009383967,0.1176227,0.0008174144,0.002704138,0.001011068,0.0001109594,0.001470842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7552679,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2968836043069116,"score_gpt":0.6411332324559332,"score_spread":0.3442496281490216,"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."}}