{"id":"W3208813367","doi":"10.1176/appi.ps.202100320","title":"Characteristics and Financing of Institutions for Mental Diseases","year":2021,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics","funders":"National Institute of Mental Health","keywords":"Medicaid; Payment; Receipt; Subsidy; Mental health; Service (business); Business; Medicine; Psychiatry; Finance; Actuarial science; Health care; Political science; Law; Marketing; Accounting","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":[0.00004428711,0.0002541664,0.0004334394,0.0001604541,0.0002413162,0.00003715656,0.0002006927,0.0004287951,0.0002727495],"category_scores_gemma":[0.000002626114,0.0002353169,0.0001228837,0.0001851318,0.00004442684,0.00007606591,0.00005649812,0.0003313242,0.00001414559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003173889,"about_ca_system_score_gemma":0.00005702521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002848263,"about_ca_topic_score_gemma":0.00004749118,"domain_scores_codex":[0.9986448,0.00004642071,0.0004290947,0.0004264341,0.0001440847,0.0003092242],"domain_scores_gemma":[0.9990732,0.000128223,0.0003886004,0.0002983947,0.00005401364,0.00005757825],"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":[0.000183173,0.0007082482,0.09845724,0.01478334,0.0004974696,0.00008495921,0.001502246,9.847665e-8,0.000003772386,0.00124551,0.8698415,0.01269249],"study_design_scores_gemma":[0.001605102,0.0002184721,0.09068979,0.0001998474,0.0007365323,0.00002621985,0.0003930619,0.00001407375,0.000004581991,0.0003658581,0.9053289,0.0004175442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5337357,0.04927316,0.00007067827,0.37531,0.0211081,0.003557172,0.01143064,0.0001482398,0.005366368],"genre_scores_gemma":[0.2192428,0.002704862,0.002082736,0.7319119,0.01414431,0.001389213,0.02280936,0.0001784515,0.00553637],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3566019,"threshold_uncertainty_score":0.9595944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03390348985675789,"score_gpt":0.3488701968146248,"score_spread":0.3149667069578669,"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."}}