{"id":"W4406254600","doi":"10.1017/s1092852924001652","title":"Mental Health-Related Healthcare Resource Use and Costs of Medicaid Beneficiaries with Treatment Resistant Depression Receiving Interventional Therapy","year":2024,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicaid; Depression (economics); Resource use; Mental health; Medicine; Health care; Psychiatry","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":[0.0002734877,0.0001198263,0.0002276366,0.0009730509,0.0003166035,0.0004437919,0.0002253643,0.0002169305,0.001993594],"category_scores_gemma":[0.001248294,0.0001251985,0.0003956433,0.001276237,0.0001349653,0.000354614,0.0004065266,0.0003612571,0.0001785268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005885934,"about_ca_system_score_gemma":0.0004496081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604523,"about_ca_topic_score_gemma":0.02416288,"domain_scores_codex":[0.9996138,0.00006119642,0.00008338078,0.00006744214,0.00009702289,0.00007710019],"domain_scores_gemma":[0.9992837,0.00005543845,0.0004865678,0.00001826277,0.00005064364,0.0001053367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008793223,0.00006429474,0.997112,0.00002158105,0.00005094551,0.0000379173,0.00005197822,0.00005199686,0.0000741402,0.00003418236,0.0005959415,0.00181699],"study_design_scores_gemma":[0.000009391118,0.00004101934,0.9991004,0.00002066792,0.00002113441,0.00009338617,0.0001260405,0.0001968707,0.00002323446,0.00001806887,0.0003473274,0.000002587026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936742,0.0002146307,0.00003514774,0.00011719,0.00000432493,0.00003705727,0.005317965,0.000003095331,0.0005964709],"genre_scores_gemma":[0.9936895,0.000314326,0.000126026,0.0001409679,0.00002505391,0.0001047819,0.005306995,0.000001663713,0.0002906143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604523,"threshold_uncertainty_score":0.03190362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402184863305257,"score_gpt":0.3530517993301208,"score_spread":0.3128333129995951,"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."}}