{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002161249,0.0001431447,0.0004126665,0.0001367594,0.0003086628,0.0001218858,0.0001036039,0.0002591212,0.0006705141],"category_scores_gemma":[0.0008298889,0.00006341754,0.0003614529,0.0001120197,0.00009888032,0.00008619302,0.0001545671,0.0002867742,0.00006621347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716532,"about_ca_system_score_gemma":0.0001726194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000745745,"about_ca_topic_score_gemma":0.00199964,"domain_scores_codex":[0.9998571,0.00006388596,0.00001403482,0.00001252896,0.0000285629,0.00002386292],"domain_scores_gemma":[0.9997815,0.00006628683,0.00006062731,0.000004728254,0.00001763588,0.00006916148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03099706,0.01402144,0.4607674,0.002582165,0.002401532,0.001506824,0.001381222,0.0008881071,0.0135477,0.0001160418,0.002239378,0.4695511],"study_design_scores_gemma":[0.001068113,0.01278496,0.9826285,0.0001550133,0.0005092403,0.0006199567,0.0002343226,0.0003026682,0.0004617107,0.0000661284,0.001160605,0.00000892661],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930227,0.005729957,0.00003730598,0.0002092977,0.00002326874,0.00002619215,0.00003478322,0.000005001149,0.0009113555],"genre_scores_gemma":[0.9971462,0.002235946,0.0002029759,0.0001150725,0.00004078607,0.00002879498,0.00004545422,4.678849e-7,0.0001843614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000745745,"threshold_uncertainty_score":0.002243102,"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."}}