{"id":"W4391390529","doi":"10.1002/mds.29710","title":"Unveiling Assessment Gaps in Parkinson's Disease Psychosis: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Griffith University; Sorbonne Université; King's College London; ACADIA Pharmaceuticals; NIH Clinical Center; Rush University; Université de Paris; Parkinson's Foundation; International Parkinson and Movement Disorder Society","keywords":"Parkinson's disease; Psychology; Systematic review; Psychosis; Construct (python library); Motor symptoms; Disease; Medicine; MEDLINE; Psychiatry; Computer science; Pathology","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":[0.0004510194,0.001003112,0.002680593,0.0005614266,0.00008671928,0.00008271147,0.000256001,0.0001804925,0.0005684951],"category_scores_gemma":[0.00004785067,0.0007869087,0.001308323,0.0009121481,0.00004165513,0.00009480205,0.0001649003,0.0005719149,0.0003663049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008805451,"about_ca_system_score_gemma":0.001148862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005046984,"about_ca_topic_score_gemma":0.00008767678,"domain_scores_codex":[0.9956678,0.0001956596,0.001241154,0.00139025,0.0007764133,0.0007287425],"domain_scores_gemma":[0.9980819,0.0000533295,0.0003424677,0.0009329977,0.0000317137,0.0005576125],"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":[0.00001555433,0.0009051249,0.0002944232,0.447718,0.0006382716,0.0003696712,0.000009323176,6.017071e-7,4.182024e-8,0.0001251805,0.005396421,0.5445274],"study_design_scores_gemma":[0.0005458051,0.00006559853,0.0001065324,0.4842212,0.00478222,5.640051e-7,0.00001092718,0.00001565137,3.186496e-8,0.000641603,0.5092407,0.0003691867],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007614336,0.9887102,0.00003703402,0.0008866376,0.0005598131,0.007710007,0.0001371764,0.000162558,0.001788943],"genre_scores_gemma":[0.00003042074,0.989091,0.0002567419,0.00370013,0.00009847082,0.005413387,0.0006711934,0.000186568,0.0005520912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5441582,"threshold_uncertainty_score":0.9994582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783289395555114,"score_gpt":0.3922563545558011,"score_spread":0.35442346060025,"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."}}