{"id":"W4400997476","doi":"10.69645/ptyi2514","title":"Non-motor symptoms: Impulse control disorders and dopamine dysfunction in Parkinson's disease","year":2023,"lang":"en","type":"article","venue":"The biomedical & life sciences collection.","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Impulse control; Dopamine; Parkinson's disease; Medicine; Disease; Neuroscience; Motor symptoms; Impulse (physics); Physical medicine and rehabilitation; Motor dysfunction; Psychology; Psychiatry; Internal medicine; Physics","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":[0.0004406747,0.0006361639,0.0004908132,0.001445732,0.0003002202,0.0007898844,0.0003158983,0.0006340366,0.1122153],"category_scores_gemma":[0.0009092665,0.0001420832,0.000183763,0.0004382431,0.0001681813,0.0004470062,0.0006207523,0.0007668947,0.01951484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992347,"about_ca_system_score_gemma":0.000407989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001112,"about_ca_topic_score_gemma":0.003636885,"domain_scores_codex":[0.9998879,0.00002373875,0.000006981363,0.00001180484,0.00004901069,0.00002044297],"domain_scores_gemma":[0.9994476,0.0001676987,0.00004380239,0.00001020454,0.00008889439,0.0002417138],"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":[0.0005020477,0.0001837063,0.003672846,0.0008253665,0.00001362813,0.0005148164,0.0001094419,0.00007360586,0.00283347,0.0004839556,0.6775552,0.3132319],"study_design_scores_gemma":[0.0001724618,0.001438042,0.1164605,0.001607979,0.00006264063,0.007025454,0.0005302784,0.0003534913,0.002170099,0.001899424,0.8682405,0.00003915272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06365009,0.2352874,0.004821819,0.06336793,0.02699341,0.0007329811,0.0085115,0.002776951,0.5938578],"genre_scores_gemma":[0.1144919,0.1399107,0.004556383,0.007030878,0.0349881,0.0002872194,0.006229928,0.0004386649,0.6920661],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1122153,"threshold_uncertainty_score":0.3753974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009173001723791003,"score_gpt":0.2554549136519829,"score_spread":0.2462819119281919,"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."}}