{"id":"W2607011574","doi":"10.1002/mds.26992","title":"metabolic profiling of Parkinson's disease and mild cognitive impairment","year":2017,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Parkinson's UK; National Institute for Health and Care Research","keywords":"Parkinson's disease; Disease; Asymptomatic; Biomarker; Medicine; Montreal Cognitive Assessment; Internal medicine; Movement disorders; Cognition; Cognitive impairment; Psychiatry; Biology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00009879553,0.0001970917,0.0002960001,0.00007811483,0.0002367959,0.00003385707,0.00008206896,0.00003266664,0.00007012326],"category_scores_gemma":[0.00005203468,0.0001664104,0.0001217069,0.00003481817,0.0001265191,0.0001067096,0.0001008394,0.00005716901,0.000007128144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002469849,"about_ca_system_score_gemma":0.00006832461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428145,"about_ca_topic_score_gemma":0.00002330267,"domain_scores_codex":[0.9989102,0.00002104137,0.0001852127,0.0003399399,0.0002861866,0.0002573786],"domain_scores_gemma":[0.9990907,0.00001585945,0.0001740483,0.0003696234,0.00004860669,0.0003011931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009681121,0.001383714,0.9769533,0.0002069562,0.0006901678,0.00004113273,0.0001378634,0.000001203876,0.0005413897,0.001472018,0.0001358717,0.01746827],"study_design_scores_gemma":[0.005621044,0.0002620642,0.9777564,0.000169097,0.0007443645,1.27392e-7,0.0003349376,0.000201299,0.006455136,0.007058292,0.001236651,0.0001606311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933267,0.002894702,0.0001341642,0.0009701494,0.00008900021,0.001092187,0.0001329876,0.00002763015,0.001332513],"genre_scores_gemma":[0.9969852,0.001338073,0.0004020236,0.0007986299,0.00002813288,0.0001709644,0.00004715966,0.0000227911,0.0002070104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730764,"threshold_uncertainty_score":0.6786019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734628042789946,"score_gpt":0.2817645236107411,"score_spread":0.2644182431828416,"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."}}