{"id":"W2963500222","doi":"10.3389/fnhum.2019.00269","title":"Origins Matter: Culture Impacts Cognitive Testing in Parkinson’s Disease","year":2019,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Cognition; Parkinson's disease; Disease; Psychology; Neuroscience; Cognitive psychology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002931063,0.0003397381,0.0003699608,0.0006615922,0.002519409,0.002134648,0.0008519633,0.0004823534,0.002685002],"category_scores_gemma":[0.01606753,0.0001419443,0.0004453846,0.001298657,0.001495593,0.001057411,0.001407095,0.0009366968,0.0002368407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990677,"about_ca_system_score_gemma":0.004014657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3636394,"about_ca_topic_score_gemma":0.4557751,"domain_scores_codex":[0.9975181,0.0005834047,0.0002158736,0.0004479337,0.0008620934,0.000372627],"domain_scores_gemma":[0.993056,0.001350095,0.002113423,0.0004473047,0.002130423,0.0009027806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873898,0.00002893987,0.9856026,0.00003812464,0.00009780266,0.0001570488,0.002770909,0.00004994809,0.0001901312,0.0001570408,0.0003301073,0.01038978],"study_design_scores_gemma":[0.000004821828,0.00005001522,0.9940705,0.00008689606,0.00005488631,0.0002865368,0.00396507,0.000130935,0.0001651205,0.0002821817,0.0008902095,0.00001290306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949502,0.0009672404,0.0001577088,0.0005715035,0.00004470244,0.00001287307,0.0001673126,0.000002548367,0.003126008],"genre_scores_gemma":[0.9989473,0.0002421639,0.0001282102,0.0001388784,0.00001302296,0.000004913886,0.000108419,0.000008447951,0.0004087268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3636394,"threshold_uncertainty_score":0.7230456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796919466330132,"score_gpt":0.2907565732248907,"score_spread":0.2627873785615894,"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."}}