{"id":"W2021872177","doi":"10.1080/09540260802095123","title":"Cognitive and behavioural impairment in Parkinson's disease","year":2008,"lang":"en","type":"review","venue":"International Review of Psychiatry","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Baycrest Hospital","funders":"","keywords":"Dementia; Parkinson's disease; Dementia with Lewy bodies; Psychosis; Cognition; Psychology; Disease; Affect (linguistics); Psychiatry; Cognitive impairment; Lewy body; Depression (economics); Clinical psychology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001147785,0.0003863538,0.001445519,0.0002755025,0.0000230725,0.000007436767,0.0001427127,0.00009716286,0.0002463347],"category_scores_gemma":[0.00009055672,0.0002975154,0.0006827795,0.0001699135,0.00006344697,0.00005766806,0.00007506623,0.0002305812,0.00003953019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520182,"about_ca_system_score_gemma":0.0007622286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002243674,"about_ca_topic_score_gemma":0.0000066801,"domain_scores_codex":[0.9979731,0.00008861523,0.000804231,0.0004659749,0.0004862529,0.0001818353],"domain_scores_gemma":[0.998853,0.00005190127,0.0004848773,0.0002230977,0.0001126269,0.000274549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009554502,0.001466739,0.03633164,0.104089,0.0006579791,0.0004076319,0.000007521028,5.057617e-9,6.538591e-9,0.0004285724,0.001771476,0.8547438],"study_design_scores_gemma":[0.0008574741,0.00009062639,0.02242315,0.3126537,0.001652129,0.0002206839,0.000003984568,9.614703e-7,3.215987e-8,0.00008297498,0.6618437,0.0001706261],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000292908,0.9959454,0.000003748646,0.0004042313,0.000664549,0.001512914,0.0005758596,0.00001470562,0.0005857109],"genre_scores_gemma":[0.0004387434,0.9972004,0.0003867927,0.000490844,0.000141039,0.0003412664,0.0008283273,0.00003959861,0.0001330416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8545732,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408292074804255,"score_gpt":0.3612793729105732,"score_spread":0.3271964521625306,"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."}}