{"id":"W69436190","doi":"10.1023/a:1023528225611","title":"Modernizing Mental Health Services: Mission Impossible?","year":2003,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Legitimacy; Mental health; Public relations; Agency (philosophy); Stakeholder; Perception; Coping (psychology); Public administration; Political science; Psychology; Sociology; Politics; Psychiatry; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00634493,0.0005917571,0.0009034453,0.000927329,0.00736628,0.0001068438,0.0003300991,0.0003218768,0.0001882739],"category_scores_gemma":[0.000008576947,0.0005640116,0.00007093423,0.001034634,0.0002062481,0.0005767496,0.0002936584,0.001492695,0.0001018169],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896092,"about_ca_system_score_gemma":0.006396928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03531846,"about_ca_topic_score_gemma":0.02623251,"domain_scores_codex":[0.987518,0.0039567,0.002525544,0.001155193,0.001452487,0.003392132],"domain_scores_gemma":[0.9939846,0.0002544267,0.0008223563,0.0004943549,0.0001105627,0.004333713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00480013,0.003146674,0.2238508,0.1325011,0.00006537443,0.00001236962,0.5288286,0.00000208746,0.0002633391,0.02122957,0.008907631,0.07639223],"study_design_scores_gemma":[0.01350756,0.01213087,0.01034838,0.01924565,0.000003550641,0.0001070241,0.3921584,0.002475294,0.0001942918,0.00189803,0.546921,0.001009885],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048728,0.01936378,0.000006905736,0.05634513,0.001325328,0.01147053,0.001202292,0.0001430796,0.005270158],"genre_scores_gemma":[0.8799966,0.04650198,0.000716939,0.0664812,0.0002671447,0.000309288,0.004112197,0.00008303294,0.001531625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5380134,"threshold_uncertainty_score":0.9996811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162102662086178,"score_gpt":0.5518005943750871,"score_spread":0.3355903281664693,"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."}}