{"id":"W4394449376","doi":"10.6084/m9.figshare.21639899","title":"Diagnosis and management of Parkinson’s disease dementia and dementia with Lewy bodies: recommendations of the Scientific Department of Cognitive Neurology and Aging of the Brazilian Academy of Neurology","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia with Lewy bodies; Neurology; Dementia; Behavioral neurology; Medicine; Disease; Parkinson's disease; Psychiatry; Psychology; Gerontology; Pathology","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":[0.01049365,0.0007925697,0.002363169,0.004758884,0.0005735155,0.001678301,0.003168471,0.00134519,0.0148403],"category_scores_gemma":[0.05927297,0.0004914185,0.00312297,0.007876718,0.0003182634,0.001155659,0.001655222,0.001746377,0.005424419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003300776,"about_ca_system_score_gemma":0.009664866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04950215,"about_ca_topic_score_gemma":0.08175699,"domain_scores_codex":[0.9937795,0.002476416,0.002119794,0.0005777361,0.0008328334,0.0002137412],"domain_scores_gemma":[0.9817139,0.007812952,0.002747567,0.001362537,0.00551085,0.000852137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007839973,0.00008406302,0.02081653,0.03031911,0.00123282,0.00007240206,0.0001142879,0.0009113086,0.00007107804,0.001743102,0.889058,0.0547934],"study_design_scores_gemma":[0.003849756,0.0001043001,0.1228129,0.06936962,0.00332746,0.0003383135,0.0004953376,0.002191946,0.000324248,0.005896885,0.7911311,0.0001582822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001623501,0.008985932,0.0007324668,0.004674524,0.0003154987,0.0005605012,0.9808995,0.0001459476,0.002062222],"genre_scores_gemma":[0.01322411,0.009373307,0.007670595,0.001640306,0.0001303533,0.004322852,0.9627783,0.0001210133,0.0007391721],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04950215,"threshold_uncertainty_score":0.09842801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799420054728675,"score_gpt":0.3471398824286041,"score_spread":0.2991456818813173,"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."}}