{"id":"W4407680468","doi":"10.1093/brain/awaf063","title":"Low β predicts motor output and cell degeneration in the A53T Parkinson’s disease rat model","year":2025,"lang":"en","type":"article","venue":"Brain","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atuka (Canada)","funders":"European Research Council; Interdisziplinäres Zentrum für Klinische Forschung, Universitätsklinikum Würzburg; Stiftung VERUM; China Scholarship Council; Horizon 2020 Framework Programme; Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst","keywords":"Neuroscience; Neurodegeneration; Parkinson's disease; Dopaminergic; Subthalamic nucleus; Deep brain stimulation; Local field potential; Psychology; Dopamine; Medicine; Disease; Internal medicine","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":[0.0001820751,0.0005004983,0.000286169,0.0008116018,0.00009566172,0.0002805162,0.0001170721,0.0002901185,0.0009264136],"category_scores_gemma":[0.0002055838,0.0001671163,0.0002271767,0.0002291721,0.0002393909,0.0002095312,0.0002127769,0.0005037925,0.0001940084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042581,"about_ca_system_score_gemma":0.0001280095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119815,"about_ca_topic_score_gemma":0.001940017,"domain_scores_codex":[0.9998794,0.00001097168,0.00001341016,0.00003881786,0.00003409683,0.00002330012],"domain_scores_gemma":[0.9995853,0.00002913379,0.0002156523,0.00002973564,0.0000433939,0.00009674527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001147438,0.0001964017,0.0295382,0.00003074623,0.00004935577,0.0001322771,0.00004271948,0.0003059111,0.9639866,0.00003616922,0.00005379749,0.004480415],"study_design_scores_gemma":[0.00003608747,0.004320518,0.7035764,0.00001949473,0.0001821695,0.0008755827,0.000149195,0.004125763,0.2858793,0.0001702646,0.0006335911,0.00003158325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988661,0.0001097476,0.0006185796,0.00001023372,0.00000239823,0.00000801543,0.0001797779,0.0000204714,0.000184709],"genre_scores_gemma":[0.9982029,0.0001584429,0.0005636676,0.00001683333,0.000001889323,0.00002627491,0.0003894244,0.000008521222,0.0006319379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119815,"threshold_uncertainty_score":0.003099144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738061271638468,"score_gpt":0.2462822502069633,"score_spread":0.2289016374905787,"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."}}