{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06976111,0.00239824,0.009041861,0.03511169,0.001951084,0.007151055,0.003831917,0.005118197,0.004060635],"category_scores_gemma":[0.256342,0.002453621,0.01132245,0.02448351,0.002521608,0.009186316,0.0062985,0.002974029,0.000536372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007645227,"about_ca_system_score_gemma":0.03642425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108924,"about_ca_topic_score_gemma":0.02549572,"domain_scores_codex":[0.9510209,0.01957384,0.02041388,0.002346824,0.005656654,0.0009880072],"domain_scores_gemma":[0.7502056,0.2016371,0.02443697,0.003633215,0.0189563,0.001130912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000130039,0.00002288036,0.001271451,0.8986125,0.004875533,0.0001576288,0.001237721,0.0002420078,0.0001672105,0.001309394,0.002620947,0.08935276],"study_design_scores_gemma":[0.00002871588,0.00003401375,0.0008299744,0.9761572,0.01114192,0.0001230158,0.0004792587,0.00008482018,0.00007314265,0.0007481576,0.01027991,0.0000197791],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009547547,0.9945439,0.001022502,0.001512979,0.0003014464,0.0007426555,0.0003963183,0.00001928371,0.0005061395],"genre_scores_gemma":[0.0185634,0.9720588,0.003539098,0.001829206,0.0002105467,0.002989256,0.0006367826,0.00002151309,0.0001515147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06976111,"threshold_uncertainty_score":0.3689364,"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."}}