{"id":"W4386090058","doi":"10.3389/frhs.2023.1267580","title":"Editorial: Mental health economics and public mental health policy: mental health services costs, quality and its impact on reducing the burden of mental illness","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Health Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental illness; Psychiatry; Public health; Quality (philosophy); Health economics; Medicine; Environmental health; Psychology; Business; Nursing","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":[0.007198384,0.00571901,0.005876328,0.004167696,0.003498303,0.009166954,0.006284569,0.02437004,0.01946374],"category_scores_gemma":[0.04169071,0.001585089,0.004448515,0.002342262,0.004477563,0.007169801,0.00198401,0.02446134,0.01084706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00389355,"about_ca_system_score_gemma":0.004610857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510592,"about_ca_topic_score_gemma":0.00304233,"domain_scores_codex":[0.9936429,0.00114961,0.0006740959,0.001181226,0.002846416,0.0005056894],"domain_scores_gemma":[0.9578937,0.02583891,0.001799842,0.000950727,0.01062554,0.002891226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003348217,0.0000172545,0.0000404972,0.0003278027,0.00002234705,0.00006735391,0.00001584966,0.0000367803,0.00002564727,0.000358306,0.9961473,0.002907467],"study_design_scores_gemma":[0.0001536165,0.00007206641,0.0007490688,0.001810168,0.0001493484,0.0004446788,0.0001151501,0.0004309528,0.000178396,0.003943707,0.9918957,0.0000570892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004423253,0.005109386,0.00009898707,0.04478535,0.9490416,0.00001896498,0.00008089004,0.00004569193,0.0007748285],"genre_scores_gemma":[0.0004175064,0.003057969,0.00005733615,0.01531535,0.9790962,0.0000157244,0.00003024161,0.00002494235,0.001984744],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02437004,"threshold_uncertainty_score":0.06511271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138137413541628,"score_gpt":0.4053335214551794,"score_spread":0.3839521473197631,"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."}}