{"id":"W4405496247","doi":"10.4103/atmr.atmr_182_24","title":"Efficacy of Risperidone in Enhancing Cognitive Functions in Psychiatric Disorders: A Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Advanced Trends in Medical Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Risperidone; Psychiatry; Cognition; Psychology; Systematic review; Medicine; Psychotherapist; Schizophrenia (object-oriented programming); MEDLINE; Political science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00943945,0.0004192855,0.009730971,0.01086053,0.00003296425,0.00002443267,0.0003438497,0.0002970686,0.0007177771],"category_scores_gemma":[0.01354016,0.0002337641,0.002345247,0.01392833,0.0002642522,0.0001090686,0.0001738542,0.004303533,0.00001533688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277104,"about_ca_system_score_gemma":0.001467154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006574052,"about_ca_topic_score_gemma":0.002523768,"domain_scores_codex":[0.9898596,0.002302149,0.003441106,0.0005472297,0.003217941,0.000632019],"domain_scores_gemma":[0.9928806,0.005092969,0.0006491456,0.0004220227,0.0003586893,0.0005966063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009223362,0.001537403,0.00003205597,0.664063,0.0550292,0.001926271,0.0001070229,0.000001895789,7.364802e-8,0.00002639002,0.00005657231,0.2762978],"study_design_scores_gemma":[0.005531115,0.001451722,0.0002403854,0.4065817,0.5837617,0.0004158762,0.0003249679,0.00001912001,2.90172e-7,0.0001940976,0.001230476,0.0002485664],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001635241,0.996428,0.00002081881,0.00155828,0.00004295496,0.001613118,0.00003354547,0.000004120419,0.0001356516],"genre_scores_gemma":[0.002736001,0.9959985,0.0003580378,0.00002260983,0.00004857878,0.0004478561,0.00003365259,0.00003905437,0.0003157324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5287325,"threshold_uncertainty_score":0.9979936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281793040209839,"score_gpt":0.5219779344965227,"score_spread":0.3937986304755388,"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."}}