{"id":"W4411004981","doi":"10.1016/j.evalprogplan.2025.102620","title":"Retrospective review of a carer-employee workplace intervention","year":2025,"lang":"en","type":"review","venue":"Evaluation and Program Planning","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Intervention (counseling); Occupational safety and health; Workplace safety; Nursing; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007369674,0.0003767929,0.001848946,0.000332546,0.0004694954,0.00001713053,0.0001752624,0.0005244333,0.0004779212],"category_scores_gemma":[0.002181473,0.0003190452,0.0003431149,0.0008856293,0.00004580529,0.00009182843,0.0001404979,0.001305438,0.00004168252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004197821,"about_ca_system_score_gemma":0.001357785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004030827,"about_ca_topic_score_gemma":0.000009942343,"domain_scores_codex":[0.9932986,0.003377307,0.001734168,0.0005254576,0.0005833111,0.000481173],"domain_scores_gemma":[0.996498,0.0009346807,0.001420167,0.0003717467,0.0006288624,0.0001465029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000920336,0.00002195848,0.001119444,0.3395639,0.00005377704,9.088886e-7,0.0003240929,1.249891e-7,3.297338e-9,0.0001047247,0.004191231,0.6546106],"study_design_scores_gemma":[0.0002788874,0.00008586371,0.0002157874,0.504873,0.0008233057,0.000001642513,0.0001199016,0.00002273424,1.135132e-8,0.0001161075,0.4933218,0.0001408804],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006063485,0.9754966,0.00009469254,0.000119602,0.000831838,0.009250861,0.0000276052,0.000142004,0.01403069],"genre_scores_gemma":[0.00001711821,0.9932723,0.0005724269,0.0003100975,0.0002205474,0.003375374,0.0007486106,0.00003582269,0.001447714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6544697,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241725675589204,"score_gpt":0.5614165517754118,"score_spread":0.4372439842164914,"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."}}