{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008346715,0.0002129795,0.0001374104,0.002086113,0.0003567991,0.0004560786,0.0002263351,0.0002267861,0.001165166],"category_scores_gemma":[0.002452641,0.000153612,0.000380473,0.001065437,0.0001388273,0.0005487172,0.0007339637,0.0003104146,0.0001322156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009590184,"about_ca_system_score_gemma":0.0008363568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03642025,"about_ca_topic_score_gemma":0.04944481,"domain_scores_codex":[0.9995642,0.00008690511,0.00006507265,0.00005047278,0.0001479016,0.00008548216],"domain_scores_gemma":[0.9985248,0.0001033039,0.001042569,0.00002504593,0.0001768634,0.0001273508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003594941,0.00001865812,0.9956223,0.00002252499,0.00004830721,0.00003703479,0.0000561964,0.00007025334,0.00009351987,0.00004884598,0.0005311261,0.003415312],"study_design_scores_gemma":[0.000002740621,0.00001927524,0.9991015,0.00003037828,0.000021042,0.0001076033,0.0001308553,0.0002018017,0.00002692488,0.00002948233,0.000325763,0.000002609409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916518,0.0008084861,0.0001453615,0.0003480442,0.000007591385,0.00003980698,0.00585492,0.00000765518,0.001136289],"genre_scores_gemma":[0.9934332,0.001152719,0.0004055718,0.0001127684,0.00003438984,0.00006398439,0.004483544,0.000002728474,0.0003110537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03642025,"threshold_uncertainty_score":0.07241654,"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."}}