{"id":"W2373229228","doi":"","title":"Effects of Psychotherapy on Depression and Cognitive Impairment in Patients with Parkinson's Disease","year":2011,"lang":"en","type":"article","venue":"Neural Injury and Functional Reconstruction","topic":"Medical Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hamd; Depression (economics); Montreal Cognitive Assessment; Cognitive impairment; Cognition; Psychology; Internal medicine; Clinical psychology; Medicine; Psychiatry; Significant difference","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":[],"consensus_categories":[],"category_scores_codex":[0.00003754598,0.00008225587,0.0001130125,0.0001002818,0.00003568194,0.000002963691,0.000007326548,0.00003466192,0.00008605172],"category_scores_gemma":[0.00003801074,0.00005311349,0.00001769404,0.00006494617,0.0001189243,0.00007799481,0.000004165649,0.0001046664,0.000001294992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001278149,"about_ca_system_score_gemma":0.00002476119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009664411,"about_ca_topic_score_gemma":0.000001365923,"domain_scores_codex":[0.9993827,0.00003687498,0.00009761977,0.0001845508,0.0001998299,0.00009839232],"domain_scores_gemma":[0.9996026,0.00007610664,0.00004056017,0.00004113186,0.00004556935,0.0001940934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02587037,0.0004220473,0.7698551,0.00005176462,0.00003705335,0.000007503675,0.00002065318,3.525965e-8,0.00005251517,0.00002498234,0.00001164522,0.2036463],"study_design_scores_gemma":[0.005305352,0.003194384,0.9893822,0.0002897373,0.00004311232,0.000008062171,0.00001003673,0.00002541938,0.001305547,0.0003801685,0.00001122823,0.00004476386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999127,0.0001119775,0.00002635899,0.00002575134,0.0001020216,0.000422992,0.00001045423,0.00000683353,0.0001666546],"genre_scores_gemma":[0.9995871,0.0001481388,0.00006005066,0.00009709002,0.00002316713,0.00003729388,0.00001516908,0.000005224643,0.00002683158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195271,"threshold_uncertainty_score":0.2165905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135608468700968,"score_gpt":0.260301022717409,"score_spread":0.2467401758473122,"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."}}