{"id":"W3130274706","doi":"10.1016/j.clinthera.2021.01.011","title":"Antipsychotic Adherence, Resource Use, and Costs Before and After the Initiation of Once-monthly Paliperidone Palmitate Therapy Among Medicaid Beneficiaries With Prior Schizophrenia Relapse","year":2021,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs","keywords":"Paliperidone Palmitate; Medicine; Medicaid; Schizophrenia (object-oriented programming); Risperidone; Paliperidone; Antipsychotic; Psychiatry; Emergency medicine; Health care","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":[0.0005195661,0.0002806569,0.00048265,0.0006922731,0.0007012392,0.000928732,0.0004856849,0.0009950403,0.001897469],"category_scores_gemma":[0.002876044,0.0003384319,0.00127727,0.0009793801,0.0002762116,0.0009687888,0.0006307061,0.001626722,0.000193231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119083,"about_ca_system_score_gemma":0.001010478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06791914,"about_ca_topic_score_gemma":0.0833509,"domain_scores_codex":[0.9994985,0.00009895679,0.00006838918,0.00006932995,0.00009320037,0.0001716781],"domain_scores_gemma":[0.9981152,0.0002919492,0.001008377,0.00007778511,0.000118981,0.0003877182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00133878,0.0003686359,0.9961239,0.000009111644,0.0001349909,0.00007664184,0.00009378094,0.0001353339,0.0001102294,0.00002384276,0.0001184039,0.001466374],"study_design_scores_gemma":[0.00001465653,0.0001221769,0.9992274,0.000006229918,0.00004085491,0.00003896909,0.0001999584,0.0002696573,0.00001836818,0.00001519242,0.00004110131,0.000005465211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999469,0.00006967037,0.000007081265,0.00004765196,0.000003515859,0.00000410577,0.0002304405,0.000001112444,0.0001674167],"genre_scores_gemma":[0.9992802,0.00006305115,0.0000173172,0.0000320781,0.00001075448,0.000006040227,0.0003838417,9.431524e-7,0.0002058512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06791914,"threshold_uncertainty_score":0.1350476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06597402264075836,"score_gpt":0.344810486799882,"score_spread":0.2788364641591236,"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."}}