{"id":"W4416836832","doi":"10.1080/13696998.2025.2587412","title":"Economic impact of using cariprazine as the first versus subsequent adjunctive therapy for Medicaid beneficiaries with major depressive disorder","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicaid; Major depressive disorder; Economic impact analysis; Depression (economics); Economic analysis; Cohort study","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":[0.0005871831,0.000172174,0.0004831243,0.0001130057,0.0001815258,0.00002683704,0.0004349299,0.0001633887,0.0008533734],"category_scores_gemma":[0.0000668824,0.00009533165,0.0002292266,0.00005596911,0.0002035429,0.0001274174,0.00004162147,0.0002575037,0.00000326345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489856,"about_ca_system_score_gemma":0.0009709355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842461,"about_ca_topic_score_gemma":0.002160431,"domain_scores_codex":[0.9987116,0.00005011335,0.0006777905,0.000165381,0.0001402449,0.0002548989],"domain_scores_gemma":[0.9979991,0.0008262005,0.0007499291,0.0001985975,0.00007337885,0.0001527684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1339099,0.003263262,0.3064216,0.0003538746,0.02714485,0.0001785061,0.009114476,0.02023039,0.00001329936,0.07976499,0.01259112,0.4070137],"study_design_scores_gemma":[0.3723742,0.03930703,0.4025825,0.003049232,0.004815091,0.001194165,0.01955064,0.03735124,0.001696984,0.02985172,0.08578204,0.002445179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883866,0.003003015,0.0002634976,0.005693639,0.00158242,0.0004438386,0.00004763542,0.000003546221,0.0005758242],"genre_scores_gemma":[0.9980929,0.0009798261,0.00008543233,0.0004500255,0.000306772,0.00002747601,0.000008384362,0.00001696124,0.00003216453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4045685,"threshold_uncertainty_score":0.934384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097069237017561,"score_gpt":0.3863370611677913,"score_spread":0.3553663687976156,"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."}}