{"id":"W3175284424","doi":"10.1212/cpj.0000000000001110","title":"Prevalence and Cumulative Incidence of Caregiver-Reported Aggression in Advanced Parkinson Disease and Related Disorders","year":2021,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Institute of Nursing Research; National Institute on Aging","keywords":"Aggression; Caregiver burden; Dementia; Incidence (geometry); Cumulative incidence; Medicine; Anxiety; Quality of life (healthcare); Psychiatry; Cohort; Poison control; Clinical psychology; Depression (economics); Disease; Psychology; Internal medicine; Medical emergency","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":[0.001373975,0.0001598008,0.0002843373,0.0009389516,0.0002006279,0.0003817187,0.0002879757,0.0002583072,0.001134064],"category_scores_gemma":[0.005244965,0.0001442231,0.0003404333,0.0005670459,0.0001202305,0.0003246008,0.000438617,0.0003274082,0.0001412148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621713,"about_ca_system_score_gemma":0.0001789971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307508,"about_ca_topic_score_gemma":0.00443314,"domain_scores_codex":[0.9991978,0.0003305193,0.0001272338,0.0001162235,0.0001816748,0.00004660049],"domain_scores_gemma":[0.9966506,0.0005552004,0.002051952,0.0001435574,0.0004092409,0.0001894581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091176,0.00002746315,0.9963545,0.00003061117,0.0000857428,0.0000276608,0.00007022031,0.00005511718,0.00004944245,0.00001000933,0.0001253997,0.003054778],"study_design_scores_gemma":[0.000006876579,0.0001003084,0.9992325,0.00001663639,0.0000300271,0.0002115653,0.00008182647,0.0001899247,0.00002509487,0.0000131482,0.00008933013,0.000002793693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974706,0.0008734968,0.0001949826,0.00004348028,0.000005706875,0.00002410359,0.0009317618,0.000005952025,0.0004499496],"genre_scores_gemma":[0.998657,0.0003404738,0.0002138653,0.00001210146,0.000008948389,0.00002810969,0.000612671,8.500461e-7,0.0001259968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00307508,"threshold_uncertainty_score":0.007266343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816031743142966,"score_gpt":0.3787380765895588,"score_spread":0.3505777591581292,"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."}}