{"id":"W4390583466","doi":"10.1002/mds.29702","title":"Longitudinal Associations of Magnetic Susceptibility with Clinical Severity in Parkinson's Disease","year":2024,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"European Research Council; UCLH Biomedical Research Centre; Medical Research Council; University College London; Parkinson's UK; National Institute for Health and Care Research; Cure Parkinson's Trust; Wellcome Trust; Rosetrees Trust; Cure Parkinson’s Trust","keywords":"Quantitative susceptibility mapping; Putamen; Dementia; Parkinson's disease; Dentate nucleus; Basal ganglia; Cognitive decline; Atrophy; Medicine; Cognition; Longitudinal study; Psychology; Magnetic resonance imaging; Caudate nucleus; Neuroscience; Hippocampus; Internal medicine; Pathology; Disease; Central nervous system; Cerebellum; Radiology","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":[0.0002883108,0.0001662373,0.0003015181,0.0001117983,0.00003600375,0.00001868555,0.00005998972,0.00005168543,0.0003222782],"category_scores_gemma":[0.00006090229,0.0001340432,0.0001678249,0.000303271,0.00009122333,0.00007538046,0.00003510353,0.0001427492,0.00001811276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170324,"about_ca_system_score_gemma":0.0002290062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003227786,"about_ca_topic_score_gemma":0.001446528,"domain_scores_codex":[0.9985189,0.00007092261,0.0003578615,0.0004494302,0.0003555478,0.0002473319],"domain_scores_gemma":[0.9993274,0.00007107393,0.00005606454,0.0002950468,0.00003780196,0.0002126141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002963555,0.00192824,0.9857975,0.0001595984,0.0001463866,0.0001086816,0.0000527738,0.00001072076,0.00001356549,0.0003621386,0.0004244179,0.01069966],"study_design_scores_gemma":[0.001794717,0.0005088802,0.9868554,0.0001376389,0.0002784597,1.16576e-7,0.00008422177,0.0008995256,0.00001640448,0.006808308,0.002493292,0.0001230317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951991,0.001394364,0.0001929844,0.001414593,0.0001297549,0.0006425657,0.0001659944,0.000059776,0.0008009038],"genre_scores_gemma":[0.9986179,0.0002665912,0.000290703,0.0003739142,0.0000258167,0.00007378362,0.00008954587,0.0000195007,0.0002421809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057663,"threshold_uncertainty_score":0.5466123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769348816591917,"score_gpt":0.3164204030533808,"score_spread":0.2887269148874616,"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."}}