{"id":"W2314155177","doi":"10.2975/28.2005.234.241","title":"Making it better: Building evaluation capacity in community mental health.","year":2005,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Capacity building; Mental health; Sustainability; Work (physics); Accountability; Field (mathematics); Program evaluation; Business; Process management; Knowledge management; Environmental resource management; Public relations; Political science; Psychology; Computer science; Engineering; Public administration","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01587588,0.000182851,0.0002949361,0.0005400426,0.002963722,0.00002159152,0.0002261382,0.00012031,0.0006780673],"category_scores_gemma":[0.0003036576,0.0001747329,0.000105714,0.0005303279,0.0000440223,0.0004344071,0.00005043064,0.001983934,0.0001132268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992459,"about_ca_system_score_gemma":0.000634687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003667271,"about_ca_topic_score_gemma":0.001724507,"domain_scores_codex":[0.9894755,0.006871961,0.001891924,0.0002127108,0.0008582972,0.0006896209],"domain_scores_gemma":[0.9972686,0.0009539002,0.0009495589,0.0002892763,0.0002543063,0.0002843596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001934587,0.0007522171,0.7796584,0.001018503,0.00001407102,1.469999e-7,0.08327939,0.0003848877,0.00002791453,0.0005656579,0.02524117,0.1088642],"study_design_scores_gemma":[0.01394637,0.00328705,0.716466,0.004224711,0.00004251895,0.00002916058,0.08622358,0.01266889,0.00000503761,0.02801914,0.1343628,0.0007247933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432572,0.0005966168,0.0007451971,0.04876019,0.002629297,0.001979028,0.00001962269,0.0000299853,0.001982902],"genre_scores_gemma":[0.9366524,0.00008521292,0.05116977,0.01110533,0.0007389134,0.0001471083,0.0000543695,0.00001987415,0.00002701549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1091216,"threshold_uncertainty_score":0.9983343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3875794749295474,"score_gpt":0.4992158286133522,"score_spread":0.1116363536838048,"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."}}