{"id":"W2361008186","doi":"","title":"Study on depression and cognitive impairment in Parkinson's,disease","year":2010,"lang":"en","type":"article","venue":"Journal of Brain and Nervous Diseases","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hamd; Depression (economics); Parkinson's disease; Cognitive impairment; Cognition; Psychology; Disease; Montreal Cognitive Assessment; Internal medicine; Clinical psychology; Medicine; Psychiatry; Anxiety","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":[0.0004611287,0.0001983872,0.0003149966,0.0003636551,0.0003599241,0.0003419371,0.0001007429,0.000256331,0.0008680137],"category_scores_gemma":[0.001229654,0.0001147089,0.0002689704,0.0002885448,0.0001242598,0.000171344,0.0002294448,0.0003567288,0.000153791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058115,"about_ca_system_score_gemma":0.0002289656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497787,"about_ca_topic_score_gemma":0.003783011,"domain_scores_codex":[0.9998068,0.00006375925,0.00002925965,0.0000223818,0.00004421013,0.00003365675],"domain_scores_gemma":[0.9995188,0.00007594022,0.0001456796,0.00001138064,0.00008907222,0.0001590668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003507629,0.0001589566,0.9958473,0.00003474852,0.00009569518,0.0001770454,0.00008522661,0.00001872894,0.0001447491,0.00001356426,0.000155221,0.002917973],"study_design_scores_gemma":[0.00003037026,0.0004330952,0.9986026,0.000008499955,0.00003372477,0.0005302925,0.00005906854,0.00004863959,0.00002355235,0.00001360104,0.0002152803,0.000001377853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981668,0.001009755,0.00003041961,0.00009468403,0.00001077728,0.00001526205,0.0001529493,0.000001006728,0.0005182916],"genre_scores_gemma":[0.9991621,0.0002699376,0.00005000669,0.00007165355,0.0000229889,0.00001028227,0.0001723671,3.27594e-7,0.0002403835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002497787,"threshold_uncertainty_score":0.004966497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041686949237366,"score_gpt":0.2980378842491521,"score_spread":0.2876210147567785,"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."}}