{"id":"W3185400263","doi":"10.1080/03007995.2021.1954894","title":"Prevalence, incidence and economic burden of schizophrenia among Medicaid beneficiaries","year":2021,"lang":"en","type":"article","venue":"Current Medical Research and Opinion","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs","keywords":"Medicine; Medicaid; Schizophrenia (object-oriented programming); Incidence (geometry); Cohort; Demography; Indirect costs; Health care; Psychiatry; Environmental health; Internal medicine","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":[0.001363466,0.0001463162,0.0003628741,0.0002318684,0.0001630598,0.0000477598,0.0001515227,0.0001455945,0.0007266013],"category_scores_gemma":[0.003393507,0.0001129509,0.0000543251,0.0002360705,0.00112946,0.0001249047,0.0004511033,0.0007500756,0.00002424637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007892687,"about_ca_system_score_gemma":0.001948685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295066,"about_ca_topic_score_gemma":0.0001858649,"domain_scores_codex":[0.9968198,0.0002040868,0.0003625161,0.0004868631,0.001619532,0.0005072342],"domain_scores_gemma":[0.9972948,0.0007827168,0.00005159034,0.0003171437,0.0003025112,0.001251174],"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":[0.004161826,0.0005592198,0.2137387,0.00290706,0.0001909506,0.0002881855,0.0004374195,7.432631e-7,0.0001948312,0.01973804,0.00263944,0.7551436],"study_design_scores_gemma":[0.01474145,0.003095506,0.9322169,0.009579672,0.00008233463,0.0004745297,0.000799533,0.00637784,0.004893873,0.01582583,0.01147263,0.0004398905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454257,0.05005401,0.00002487695,0.003673182,0.0002399438,0.000327392,0.00002659529,0.00001847282,0.0002098296],"genre_scores_gemma":[0.9146335,0.08444086,0.0002320436,0.000008176318,0.0004879052,0.00004484861,0.00005972783,0.00001159105,0.00008140733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7547037,"threshold_uncertainty_score":0.7955775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05604061656589541,"score_gpt":0.3963556861387298,"score_spread":0.3403150695728344,"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."}}