{"id":"W2188011582","doi":"10.1155/2015/348063","title":"Rapid Screening for Cognitive Impairment in Parkinson’s Disease: A Pilot Study","year":2015,"lang":"en","type":"article","venue":"Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; National University Health System","keywords":"Medicine; Parkinson's disease; Cognitive impairment; Cognition; Disease; Physical medicine and rehabilitation; Gerontology; Psychiatry; Internal medicine","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":[0.006480967,0.001104777,0.0008494937,0.0007042785,0.0008994978,0.0005724017,0.0005641725,0.0007027957,0.001093173],"category_scores_gemma":[0.007211997,0.0004209868,0.0008833632,0.0003463805,0.0009553609,0.001016582,0.000811366,0.001007118,0.0004863333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198827,"about_ca_system_score_gemma":0.001269962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004229868,"about_ca_topic_score_gemma":0.003895017,"domain_scores_codex":[0.9977201,0.001291818,0.0001505072,0.0002711078,0.00031479,0.0002516769],"domain_scores_gemma":[0.9949726,0.001942149,0.000547804,0.0006547055,0.0008649942,0.001017722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0349235,0.08304313,0.8177355,0.0002684613,0.0004065514,0.002855494,0.004646009,0.0003813289,0.009742075,0.0001342946,0.0007170248,0.04514669],"study_design_scores_gemma":[0.007996443,0.2914856,0.6914685,0.00003819963,0.0002447075,0.002903787,0.00164614,0.0015479,0.00146091,0.0001394556,0.0009835868,0.00008481796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988826,0.00004666454,0.000183894,0.00002476537,0.00001010211,0.0005165734,0.00006982114,0.000006740955,0.0002588039],"genre_scores_gemma":[0.997659,0.00007811112,0.001042068,0.0001133085,0.00003285026,0.0006052794,0.0002794806,0.000003615485,0.0001863712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006480967,"threshold_uncertainty_score":0.034275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07974861765915092,"score_gpt":0.3267528885665479,"score_spread":0.247004270907397,"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."}}