{"id":"W2279698848","doi":"10.1080/08865710902872960","title":"An Outcomes Perspective of the Role of Residential Treatment in the System of Care","year":2009,"lang":"en","type":"article","venue":"Residential Treatment for Children & Youth","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Perspective (graphical); Residential care; Variety (cybernetics); Matching (statistics); Psychology; Medicine; Gerontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002128184,0.0001891671,0.000407335,0.0001107612,0.0003161967,0.00003401108,0.0003859215,0.00009372892,0.000007129],"category_scores_gemma":[0.00003150624,0.0001075841,0.0004784066,0.0002806231,0.0001529273,0.0001346795,0.00001409746,0.0000431964,6.450821e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693852,"about_ca_system_score_gemma":0.0002037602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06480616,"about_ca_topic_score_gemma":0.02150749,"domain_scores_codex":[0.9982657,0.0003465953,0.0004117732,0.0002655155,0.000468024,0.0002423736],"domain_scores_gemma":[0.9989532,0.00007492959,0.0003449735,0.0004399587,0.0001435453,0.0000434576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000574409,0.001847861,0.4155053,0.00002757751,0.0004672738,0.000002431716,0.4832285,0.0002312137,0.0007181054,0.0912785,0.00001138822,0.006107521],"study_design_scores_gemma":[0.001988066,0.001377424,0.75976,0.00007654142,0.000529017,0.000001130806,0.2265088,0.000003592445,0.008515644,0.001106233,0.00001399911,0.0001195576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948246,0.0007513679,0.000005515881,0.0004328433,0.00009575907,0.00176363,0.0003311593,0.00002003616,0.001775104],"genre_scores_gemma":[0.9995763,0.00008330971,0.00003749973,0.000007186952,0.0001716337,0.00002235785,0.0000515645,0.000009896025,0.00004023434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3442547,"threshold_uncertainty_score":0.9963474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311561064257221,"score_gpt":0.2967450370361633,"score_spread":0.2836294263935911,"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."}}