{"id":"W4409825064","doi":"10.3389/fnins.2025.1563607","title":"Voluntary running partially prevents photoreceptor cell death in retinitis pigmentosa","year":2025,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Innovation and Technology Commission","keywords":"Retinitis pigmentosa; Neuroscience; Biology; Retina","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":[0.0001376659,0.0004589856,0.0003477998,0.0002645714,0.000140114,0.0002266921,0.0003037094,0.000293791,0.001252602],"category_scores_gemma":[0.0001315445,0.0001817887,0.0003579478,0.00009040453,0.0002173624,0.0002362189,0.0002247549,0.0007611901,0.0002212233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065679,"about_ca_system_score_gemma":0.0001757714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006427556,"about_ca_topic_score_gemma":0.001024777,"domain_scores_codex":[0.9998811,0.00001598649,0.00001293645,0.0000341253,0.00002550104,0.00003022688],"domain_scores_gemma":[0.9998482,0.00001031639,0.00006082149,0.0000239467,0.00001416713,0.00004247754],"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":[0.001478692,0.0004732184,0.0006602652,0.0001297624,0.00002636097,0.00008208337,0.00003171484,0.00007457329,0.9895445,0.00004566014,0.0001056634,0.007347594],"study_design_scores_gemma":[0.0004935334,0.02082109,0.08710498,0.0001297965,0.0002510416,0.001089115,0.0003019557,0.001674516,0.8829113,0.0002893491,0.004897971,0.00003540224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996433,0.001351365,0.001222038,0.00007392237,0.0000429692,0.00002110413,0.0001769798,0.0001330868,0.0005454069],"genre_scores_gemma":[0.9936771,0.001441112,0.001221753,0.0001146722,0.00002017018,0.00007163769,0.0004470301,0.00003819041,0.002968353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001252602,"threshold_uncertainty_score":0.004190326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00704231659754035,"score_gpt":0.2370947431709521,"score_spread":0.2300524265734118,"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."}}