{"id":"W2006146719","doi":"10.1017/s0033291714001081","title":"Subjectively perceived personality and mood changes associated with subthalamic stimulation in patients with Parkinson's disease","year":2014,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Personality; Hypomania; Mood; Psychology; Personality changes; Apathy; Clinical psychology; Anxiety; Parkinson's disease; Personality Assessment Inventory; Deep brain stimulation; Psychiatry; Disease; Medicine; Mania; Bipolar disorder; Cognition; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001657102,0.0002230343,0.0004206799,0.00007942671,0.00005764282,0.000005952948,0.00004699741,0.00009088754,0.0001271102],"category_scores_gemma":[0.0004623302,0.0001122821,0.00002031358,0.0002332603,0.0003072846,0.00003655047,0.00001401389,0.0002128036,0.000002906154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003810343,"about_ca_system_score_gemma":0.000003766253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002724712,"about_ca_topic_score_gemma":0.00006052794,"domain_scores_codex":[0.9985375,0.0001618997,0.0001499085,0.000529254,0.0003485636,0.000272859],"domain_scores_gemma":[0.9992118,0.0001943931,0.00008631551,0.0001700317,0.00008483657,0.0002526149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003300839,0.001433081,0.990567,0.00001554869,0.00003685141,0.00003132871,0.0001075993,0.000002469455,0.00002145009,0.00003475227,0.00002149804,0.004427606],"study_design_scores_gemma":[0.01553714,0.009784282,0.9733708,0.000165544,0.0001322482,0.000001753907,0.00002333732,0.0001190662,5.224468e-7,0.000719552,0.0000163324,0.0001294373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936445,0.00006049079,0.00003470722,0.0043759,0.00002616731,0.0006583963,0.000008753194,0.00005841493,0.001132608],"genre_scores_gemma":[0.9973056,0.00002587011,0.00004667924,0.002379581,0.00003761216,0.00004354509,0.000103479,0.0000149153,0.00004270941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719619,"threshold_uncertainty_score":0.4578729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338525623211727,"score_gpt":0.2824299375565287,"score_spread":0.2590446813244114,"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."}}