{"id":"W1977072260","doi":"10.1097/jcp.0b013e3181fab67d","title":"Topiramate Augmentation in Clozapine-Treated Patients With Schizophrenia","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Pfizer Canada; Medicure","keywords":"Topiramate; Clozapine; Tolerability; Schizophrenia (object-oriented programming); Medicine; Brief Psychiatric Rating Scale; Mood; Psychosis; Psychology; Atypical antipsychotic; Psychiatry; Antipsychotic; Internal medicine; Adverse effect; Epilepsy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007269146,0.0001434245,0.0005809637,0.0002668822,0.00002872987,0.00001243206,0.0001295085,0.0001671777,0.0007260877],"category_scores_gemma":[0.0002999758,0.00009116317,0.0001715634,0.0002482571,0.0001409441,0.0001223921,0.00001820976,0.001243199,0.00004985819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004023906,"about_ca_system_score_gemma":0.0003021905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008516385,"about_ca_topic_score_gemma":0.00007071019,"domain_scores_codex":[0.9978673,0.0001743448,0.001123807,0.0001980397,0.0003796097,0.0002568771],"domain_scores_gemma":[0.9982153,0.0003431506,0.0004775927,0.0001578756,0.0003892992,0.000416848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1657573,0.002356878,0.7691429,0.00001487542,0.0002707716,0.0003883295,0.00001506406,0.000002795743,0.001304275,0.00004395807,0.001405679,0.05929727],"study_design_scores_gemma":[0.09877862,0.003554816,0.8949408,0.00003960322,0.0001420962,0.00006948834,0.000005530244,0.00002667557,0.0003540414,0.0002597815,0.001752708,0.00007582062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952757,0.00006046155,0.000009070665,0.002627388,0.00132948,0.0003950626,0.000003761422,0.00001088037,0.0002882333],"genre_scores_gemma":[0.993809,0.0001858359,0.004540544,0.0007151604,0.0006343655,0.000009621474,0.000009531619,0.000016972,0.00007892978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125798,"threshold_uncertainty_score":0.795015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062123478039989,"score_gpt":0.4350883102028843,"score_spread":0.4044670754224844,"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."}}