{"id":"W4416729470","doi":"10.3389/fnagi.2025.1676115","title":"Absence of the LRRK2 mutation in Emirati Parkinson’s disease patients in contrast to other Arab populations","year":2025,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Canada","funders":"Mohammed Bin Rashid University of Medicine and Health Sciences","keywords":"LRRK2; Mutation; Disease; Genetic testing; Contrast (vision); Genetic diagnosis","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":[0.0001973573,0.0002300939,0.000249653,0.000547639,0.0005082006,0.000423103,0.0001411102,0.0003434517,0.002548272],"category_scores_gemma":[0.0009231946,0.000124954,0.0001310397,0.0004742893,0.0002452776,0.0002379059,0.0002114355,0.0002182787,0.0003091021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599221,"about_ca_system_score_gemma":0.0002030305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003138951,"about_ca_topic_score_gemma":0.004302815,"domain_scores_codex":[0.9998811,0.00002228588,0.000018808,0.00003520082,0.00002086071,0.00002171657],"domain_scores_gemma":[0.9997745,0.0000390043,0.0001048427,0.00001142326,0.00003384295,0.00003636945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002538704,0.00005384289,0.9888087,0.0000445148,0.00003943033,0.001394711,0.0006716889,0.00003798174,0.00216257,0.00006114496,0.0002284009,0.006243228],"study_design_scores_gemma":[0.00001103334,0.0001583802,0.9919551,0.00002672554,0.00002583551,0.005781673,0.001019352,0.00007355986,0.0002020539,0.00006209804,0.0006785573,0.000005788602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985818,0.0003020034,0.00002368957,0.00004765168,0.00000527894,0.000004735881,0.00007744499,0.000001278177,0.0009561735],"genre_scores_gemma":[0.9993789,0.0002476807,0.00006769581,0.00004584828,0.00001046692,0.000003824749,0.00009493165,8.827353e-7,0.0001497363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003138951,"threshold_uncertainty_score":0.008524835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668843223676362,"score_gpt":0.2781408583748679,"score_spread":0.2614524261381043,"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."}}