{"id":"W2887988025","doi":"10.1007/s41669-018-0089-9","title":"Adherence, Healthcare Resource Utilization, and Costs in Medicaid Beneficiaries with Schizophrenia Transitioning from Once-Monthly to Once-Every-3-Months Paliperidone Palmitate","year":2018,"lang":"en","type":"article","venue":"PharmacoEconomics - Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Pharmaceuticals; Janssen Scientific Affairs","keywords":"Paliperidone Palmitate; Medicaid; Paliperidone; Schizophrenia (object-oriented programming); Medicine; Pharmacy; Medical costs; Health care; Emergency medicine; Demography; Psychiatry; Family medicine; Antipsychotic; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003946456,0.0003087937,0.000590515,0.0002054417,0.0002882262,0.000240548,0.000336215,0.00008999998,0.0003975948],"category_scores_gemma":[0.0000563711,0.0002738682,0.00004029939,0.0003071266,0.000191388,0.0003948242,0.0001935607,0.0003021562,0.0000892397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003822001,"about_ca_system_score_gemma":0.0006897708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008898764,"about_ca_topic_score_gemma":0.05173347,"domain_scores_codex":[0.9978579,0.0001325284,0.000490419,0.0007419183,0.0002492765,0.0005279669],"domain_scores_gemma":[0.9984402,0.0001746177,0.0001205521,0.0003705143,0.00015557,0.0007385339],"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":[0.1998152,0.001189586,0.1332603,0.0001900577,0.001412663,0.0007612169,0.01411468,0.0003659605,0.001227317,0.004088528,0.008807637,0.6347669],"study_design_scores_gemma":[0.154562,0.01429487,0.6333399,0.005594032,0.0009701544,0.0002096015,0.009376934,0.02477541,0.03800554,0.004832389,0.1106448,0.003394394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796109,0.001270614,0.00004854324,0.01442707,0.00009973288,0.001974628,0.0004166553,0.0000492803,0.002102555],"genre_scores_gemma":[0.9901778,0.0005214938,0.005425805,0.002686454,0.0002897503,0.000309576,0.0004414288,0.00005303782,0.00009461462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6313725,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05890968230085235,"score_gpt":0.3706249907799557,"score_spread":0.3117153084791033,"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."}}