{"id":"W4406439500","doi":"10.4103/atmr.atmr_216_24","title":"Efficacy of Aripiprazole 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":"Aripiprazole; Cognition; Psychiatry; Meta-analysis; Psychology; Medicine; Clinical psychology; Schizophrenia (object-oriented programming); Psychotherapist; 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":[0.01005734,0.0004056693,0.009053462,0.01082616,0.0000330217,0.00002539479,0.0003480874,0.0002993553,0.000629704],"category_scores_gemma":[0.01393401,0.0002276076,0.002244856,0.01337293,0.0002379595,0.0001135465,0.000172459,0.004381767,0.00001542447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071957,"about_ca_system_score_gemma":0.001774478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006075915,"about_ca_topic_score_gemma":0.002640835,"domain_scores_codex":[0.989989,0.002105288,0.003595974,0.0005298013,0.003151981,0.0006279715],"domain_scores_gemma":[0.9929382,0.005013127,0.0006969744,0.0004144407,0.0003483808,0.0005888792],"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":[0.0007102456,0.001453241,0.00003301645,0.624585,0.04983303,0.001758791,0.00009271427,0.000002240559,6.137227e-8,0.00003839003,0.00006554531,0.3214278],"study_design_scores_gemma":[0.005008099,0.00135742,0.0002610823,0.3982081,0.5919777,0.0004194674,0.0003726586,0.00002108544,3.074549e-7,0.0002857617,0.001834651,0.0002537045],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001001975,0.996542,0.00002217502,0.001534363,0.00004363855,0.001539194,0.00002983683,0.000004041406,0.0001845922],"genre_scores_gemma":[0.002588002,0.996165,0.0003452732,0.00002563606,0.00004448141,0.0004308922,0.00003554635,0.00003631958,0.0003288475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5421446,"threshold_uncertainty_score":0.9979151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303859925035956,"score_gpt":0.5215161085018901,"score_spread":0.3911301159982945,"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."}}