{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006284112,0.00007154024,0.00008427887,0.00003579315,0.00004028112,0.00001542971,0.0000358955,0.00003196735,0.000004971678],"category_scores_gemma":[0.00006935545,0.00004298019,0.00002600436,0.00006565912,0.00002365061,0.00002474892,0.00001760632,0.00006308095,0.000003694699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001002682,"about_ca_system_score_gemma":0.00004144896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005420809,"about_ca_topic_score_gemma":0.00001448975,"domain_scores_codex":[0.9995226,0.00004619206,0.00008421591,0.0001627959,0.0000842502,0.00009994596],"domain_scores_gemma":[0.9997431,0.00005456191,0.00001308751,0.0001286589,0.00000846836,0.00005209749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004181223,0.007629968,0.6558036,0.0008132092,0.0000815013,0.001256335,0.001997797,0.002932933,0.02757068,0.007506517,0.238525,0.05170122],"study_design_scores_gemma":[0.01169213,0.0007456123,0.74648,0.0001252123,0.0002197443,0.000002584876,0.0001196463,0.2034652,0.001958958,0.02232016,0.01261898,0.0002517184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983811,0.0005132844,0.0003921642,0.01299187,0.00003584178,0.0004674875,0.0000120079,0.00001657981,0.001759778],"genre_scores_gemma":[0.9828925,0.00006369004,0.00007596207,0.01309299,0.00001745216,0.00006463293,0.00002174802,0.000004021337,0.003767033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2259061,"threshold_uncertainty_score":0.1752681,"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."}}