{"id":"W6989825766","doi":"","title":"Cerebellar Volume and Disease Staging in Parkinson's Disease : An ENIGMA‐PD Study","year":2023,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cerebellum; Lobe; Magnetic resonance imaging; Cerebellar hemisphere; Temporal lobe; Central nervous system disease; Frontal lobe; Degenerative disease; Dissociation (chemistry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001800014,0.000362288,0.0004430561,0.0007618215,0.0001513427,0.00007102705,0.0002065538,0.00006554851,0.0003479433],"category_scores_gemma":[0.0000272447,0.0003708363,0.0001027325,0.0007528993,0.00006637269,0.0003901988,0.0003603547,0.000210828,0.0005224295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565156,"about_ca_system_score_gemma":0.0001406985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007637756,"about_ca_topic_score_gemma":0.00009715341,"domain_scores_codex":[0.9976356,0.0001881312,0.0002247035,0.0009708479,0.0003777041,0.0006029815],"domain_scores_gemma":[0.9976544,0.00002892935,0.00008109568,0.0007640756,0.00005503638,0.00141644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001427659,0.0009776102,0.9772333,0.0001106575,0.0001171395,0.01517728,0.0007640585,0.000001519452,0.00003190127,0.00008068148,0.00009150247,0.003986726],"study_design_scores_gemma":[0.005074946,0.0002018558,0.9436679,0.0001222352,0.0002857356,0.000007624708,0.001802268,0.00178158,0.000006959567,0.0001065711,0.04661566,0.0003265943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968075,0.00007154292,0.00009747248,0.0003874364,0.0001327508,0.0009181211,0.0001187279,0.0001711006,0.0012954],"genre_scores_gemma":[0.9879377,0.0000589831,0.0001001835,0.0002194521,0.00008443153,0.00001051422,0.0001068875,0.00005175113,0.01143002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04652415,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314331847394289,"score_gpt":0.2471853764750922,"score_spread":0.2240420580011493,"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."}}