{"id":"W2400539420","doi":"","title":"The structural reform of mental health services.","year":2003,"lang":"en","type":"editorial","venue":"PubMed","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Service (business); Quality (philosophy); Mental illness; Mentally ill; Psychiatry; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004363395,0.0003712198,0.0002219696,0.001365918,0.001810464,0.003952263,0.001210051,0.001802186,0.006801941],"category_scores_gemma":[0.009147368,0.0002391712,0.0004575219,0.001878693,0.006143566,0.002881558,0.005788248,0.003018685,0.0009799323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0201475,"about_ca_system_score_gemma":0.02563601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03746242,"about_ca_topic_score_gemma":0.05460233,"domain_scores_codex":[0.9962729,0.00144162,0.0001493966,0.0003597384,0.0009564615,0.0008199357],"domain_scores_gemma":[0.9957106,0.0006964845,0.0008290583,0.0005457607,0.0009197665,0.001298213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007200114,0.00008997062,0.005089379,0.0005752008,0.00007260975,0.0001208772,0.002254559,0.001086267,0.000801051,0.7780476,0.05078618,0.1610043],"study_design_scores_gemma":[0.00008684697,0.0002700961,0.02846461,0.0008626362,0.0000518854,0.0004496712,0.002162628,0.001176195,0.0004636233,0.1676231,0.7983418,0.00004690845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.07295664,0.04520978,0.0240689,0.5050457,0.006346513,0.0007134375,0.001592247,0.0005032676,0.3435636],"genre_scores_gemma":[0.8600615,0.01550216,0.01364172,0.07059959,0.0028652,0.0003747673,0.0007001531,0.00008112187,0.03617378],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03746242,"threshold_uncertainty_score":0.146181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00966153224687902,"score_gpt":0.3091919182631583,"score_spread":0.2995303860162792,"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."}}