{"id":"W2034913519","doi":"10.1377/hlthaff.26.6.1548","title":"Mental Health Services Then And Now","year":2007,"lang":"en","type":"article","venue":"Health Affairs","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mental health; Mental illness; Medicine; Health care; Nursing; Mental health care; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126522,0.0002126263,0.0003459829,0.0001720904,0.0004087596,0.00002040722,0.0001748241,0.0001044054,0.0003000448],"category_scores_gemma":[3.364378e-7,0.0001990632,0.00005273189,0.0002796609,0.00004713581,0.00009880336,0.00006336949,0.0002167941,0.0003172211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084486,"about_ca_system_score_gemma":0.0001827069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009166999,"about_ca_topic_score_gemma":0.02077726,"domain_scores_codex":[0.9974764,0.0001151313,0.0006063997,0.0004750857,0.0002520194,0.001074939],"domain_scores_gemma":[0.9984111,0.00007492803,0.0003076164,0.0003400306,0.00002308844,0.0008432362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001389231,0.001117342,0.04015872,0.00569387,0.0001333597,0.00003525306,0.3289871,3.026144e-7,0.00001696643,0.0159355,0.1793067,0.4272256],"study_design_scores_gemma":[0.002619188,0.001469846,0.1292104,0.000292187,0.000007419917,0.0001957299,0.255552,0.00001189154,0.000007257406,0.0004220928,0.6098409,0.0003711558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6169338,0.1061557,0.00019725,0.08938328,0.01364856,0.003876713,0.0003101634,0.0007662186,0.1687283],"genre_scores_gemma":[0.9666255,0.001548094,0.0006974687,0.02953506,0.0004530005,0.00002316523,0.00008558455,0.00003680705,0.0009953806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4305341,"threshold_uncertainty_score":0.997431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230951134168358,"score_gpt":0.3571232748544863,"score_spread":0.3448137635128027,"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."}}