{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001352305,0.0001885256,0.0003238966,0.000640314,0.0002744018,0.0008468324,0.0002783882,0.0003862066,0.00130099],"category_scores_gemma":[0.009415774,0.0001473663,0.001383874,0.0006278842,0.0002582237,0.000443726,0.0008761516,0.0006374487,0.00005529871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631501,"about_ca_system_score_gemma":0.001347068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02324441,"about_ca_topic_score_gemma":0.03609652,"domain_scores_codex":[0.9987465,0.0005504254,0.0001104062,0.0001012219,0.0002368086,0.0002545808],"domain_scores_gemma":[0.9969626,0.0009079333,0.001561437,0.00004888768,0.0001297843,0.0003893581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004156062,0.0003752375,0.9576513,0.0002089746,0.001240772,0.0002797752,0.00007961877,0.002112412,0.0002567078,0.0006989898,0.001464939,0.0314752],"study_design_scores_gemma":[0.00028047,0.001165559,0.9890315,0.0002070411,0.001150387,0.000535663,0.0003869346,0.005715522,0.0001858988,0.0004171696,0.0009068892,0.00001691618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943107,0.002538902,0.00006690163,0.001034489,0.00002188768,0.00002996629,0.0008332803,0.000003713517,0.001160129],"genre_scores_gemma":[0.9984084,0.0007426527,0.00008761301,0.0001472517,0.00002318673,0.00001293688,0.0004866537,0.000001061886,0.0000902403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324441,"threshold_uncertainty_score":0.04621822,"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."}}