{"id":"W2037102395","doi":"10.1016/s0165-0327(11)70004-0","title":"Aripiprazole: A clinical review of its use for the treatment of anxiety disorders and anxiety as a comorbidity in mental illness","year":2011,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"START Clinic","funders":"Ministry of Health, British Columbia","keywords":"Aripiprazole; Anxiety; Psychiatry; Bipolar disorder; Psychology; Antipsychotic; Randomized controlled trial; Comorbidity; Generalized anxiety disorder; Atypical antipsychotic; Clinical psychology; Medicine; Schizophrenia (object-oriented programming); Internal medicine; Lithium (medication)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001855403,0.0008187823,0.003305335,0.0006030832,0.0001301488,0.00002482284,0.000553673,0.0004924325,0.0001817456],"category_scores_gemma":[0.002011827,0.0005055697,0.001924789,0.001269423,0.0005763405,0.0003137822,0.00009001228,0.0006324396,0.000006208274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237181,"about_ca_system_score_gemma":0.0003706323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004173967,"about_ca_topic_score_gemma":0.0003679849,"domain_scores_codex":[0.9947639,0.001380311,0.002253142,0.0007300001,0.0004121844,0.0004604577],"domain_scores_gemma":[0.9911436,0.003374616,0.004074791,0.0005547621,0.0006646198,0.0001875487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005159978,0.005123217,0.01475327,0.009703534,0.002481027,0.000002110679,0.001187289,1.880772e-7,1.028394e-7,0.00009209092,0.001452798,0.9646884],"study_design_scores_gemma":[0.003794527,0.003163211,0.009638195,0.01392301,0.003275366,0.00007827018,0.0007658488,0.000001341613,0.000002286847,0.0002162617,0.9647097,0.0004319753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001996043,0.990304,0.0002496604,0.00007895395,0.001806487,0.004715922,0.0004169092,0.000009514135,0.0004225424],"genre_scores_gemma":[0.004712482,0.9942278,0.00009978712,0.00007118623,0.0001559828,0.0005267172,0.00004539095,0.00009652732,0.00006408797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9642564,"threshold_uncertainty_score":0.9997396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031587640268735,"score_gpt":0.4491537382800818,"score_spread":0.3459949742532082,"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."}}