{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00235833,0.0002550694,0.0005920629,0.001231059,0.004156577,0.003735532,0.001265045,0.01596419,0.02447851],"category_scores_gemma":[0.0162882,0.0006631915,0.0006647228,0.001633819,0.000879445,0.001641188,0.001720804,0.005936301,0.003543436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005282101,"about_ca_system_score_gemma":0.01177764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06071729,"about_ca_topic_score_gemma":0.2609483,"domain_scores_codex":[0.9970604,0.0006346654,0.0003595657,0.000141234,0.0004187794,0.001385439],"domain_scores_gemma":[0.9765228,0.009953793,0.00345308,0.0003602824,0.001923883,0.007786171],"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":[0.0004637552,0.000462254,0.2907032,0.0001522072,0.00006677664,0.006245156,0.001246765,0.0004244646,0.0005564983,0.009479509,0.6687155,0.02148387],"study_design_scores_gemma":[0.0003674565,0.0002936514,0.6533124,0.0008905253,0.0001047347,0.004216137,0.01030934,0.002706863,0.000706333,0.008095585,0.318806,0.0001910306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1279258,0.001243341,0.0001752419,0.7958007,0.002440463,0.0001560661,0.004857687,0.00005408928,0.0673466],"genre_scores_gemma":[0.3546266,0.001902621,0.0005239173,0.5194866,0.007067581,0.0004483991,0.002130025,0.0001055253,0.1137087],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06071729,"threshold_uncertainty_score":0.1207277,"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."}}