{"id":"W4412825792","doi":"10.1080/15548732.2025.2538016","title":"Strategies for utilizing research findings for policy, program design and practice in child and family social services: a synthesis of the literature","year":2025,"lang":"en","type":"article","venue":"Journal of Public Child Welfare","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health; Casey House","funders":"William T. Grant Foundation; Annie E. Casey Foundation; Casey Family Programs","keywords":"Social work; Psychology; Social Welfare; Process management; Medical education; Business; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3968295,0.003818912,0.005438318,0.03374021,0.00832286,0.03613492,0.005452206,0.007898801,0.003681514],"category_scores_gemma":[0.3655772,0.003011723,0.003729019,0.02124328,0.0180846,0.0357317,0.0183554,0.01049506,0.0008115391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03153656,"about_ca_system_score_gemma":0.09374053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063121,"about_ca_topic_score_gemma":0.03031517,"domain_scores_codex":[0.6564214,0.283827,0.0321932,0.005255769,0.01886242,0.003440128],"domain_scores_gemma":[0.4995039,0.4414868,0.01166914,0.01277702,0.03186673,0.002696306],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001642294,0.0002477234,0.003292035,0.06209341,0.0007740085,0.000495251,0.08512911,0.001923347,0.0008542486,0.2298643,0.01340022,0.601762],"study_design_scores_gemma":[0.0002107227,0.0003165911,0.002328744,0.3028922,0.001546005,0.0004212303,0.1855804,0.003075934,0.001858289,0.3342798,0.1671395,0.000350469],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01276616,0.3663956,0.2426334,0.3394924,0.003691738,0.008701877,0.0005784186,0.0005647696,0.02517566],"genre_scores_gemma":[0.1524039,0.168389,0.6462029,0.01529064,0.0005900378,0.0151949,0.0002709903,0.0001857136,0.001471858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6031705,"threshold_uncertainty_score":0.7438167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987484423671498,"score_gpt":0.5216137589545232,"score_spread":0.3228653165873734,"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."}}