{"id":"W2979655445","doi":"10.12927/hcpap.2019.25921","title":"Promising Practices in Equity in Mental Healthcare: Health Equity Impact Assessment","year":2019,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Equity (law); Health equity; Disadvantaged; Health care; Business; Nursing; Economic growth; Public relations; Psychology; Medicine; Political science; Psychiatry; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02913417,0.0006914338,0.00152583,0.001271572,0.0005931081,0.0006459889,0.001439222,0.0002749471,0.001709098],"category_scores_gemma":[0.001565555,0.0005665455,0.0002880676,0.003032178,0.00004737056,0.001485399,0.001461608,0.001223975,0.001346216],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01098939,"about_ca_system_score_gemma":0.006377985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01138881,"about_ca_topic_score_gemma":0.04555331,"domain_scores_codex":[0.9853426,0.002544721,0.003081849,0.002034917,0.004674415,0.002321484],"domain_scores_gemma":[0.9920816,0.002340073,0.002357121,0.001635089,0.0003391253,0.001247009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002335087,0.001920034,0.6195232,0.00024894,0.00005086491,0.00002555447,0.02942062,0.0009135944,0.0006420376,0.002208541,0.2352944,0.1074171],"study_design_scores_gemma":[0.005770402,0.006020038,0.8469191,0.00001597957,0.00001129491,0.00004668306,0.005111584,0.02513195,0.00005672067,0.001091357,0.1088055,0.001019378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5525152,0.0001634824,0.00006062192,0.4412328,0.000719377,0.00236451,0.00005406966,0.00006973103,0.002820159],"genre_scores_gemma":[0.5564703,0.0002329533,0.0009426397,0.4416557,0.00002135272,0.0002013774,0.00006644494,0.00004244196,0.00036679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2273959,"threshold_uncertainty_score":0.9997107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.44110558553416,"score_gpt":0.630762178302321,"score_spread":0.189656592768161,"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."}}