{"id":"W2147336999","doi":"10.1002/mds.26061","title":"Clinical markers for identifying cholinergic deficits in Parkinson's disease","year":2014,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Cholinergic; Parkinson's disease; Neuroscience; Medicine; Degenerative disease; Disease; Central nervous system disease; Psychology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541668,0.0006741372,0.0003787806,0.001488267,0.0003410396,0.0005660933,0.0004132452,0.0005101108,0.001203596],"category_scores_gemma":[0.00588345,0.0002114732,0.0002664781,0.0006395997,0.0004192707,0.00042606,0.0004527569,0.0006543909,0.0003697094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717596,"about_ca_system_score_gemma":0.0003284261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006790978,"about_ca_topic_score_gemma":0.001101718,"domain_scores_codex":[0.9992514,0.0002746546,0.000140857,0.00009486035,0.0001773168,0.00006084869],"domain_scores_gemma":[0.9963154,0.001563804,0.001248753,0.000123659,0.0004256103,0.0003228391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008602631,0.00001461391,0.9979315,0.000006270654,0.00001242304,0.00003683033,0.000008990053,0.00004738991,0.0001709688,0.000006271492,0.00005441416,0.001624283],"study_design_scores_gemma":[0.00001672491,0.0002774036,0.9962485,0.00002244995,0.00004926607,0.001001948,0.00008179877,0.001509822,0.0004665465,0.00005339515,0.000266311,0.000005872187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967803,0.001075529,0.000765661,0.0001182446,0.00002053679,0.00004738687,0.0002917855,0.00002186972,0.0008787485],"genre_scores_gemma":[0.99871,0.0002009829,0.0006528891,0.00002728072,0.00002194565,0.00002065129,0.0002666296,0.000002275275,0.00009735384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001541668,"threshold_uncertainty_score":0.00815326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206901605621965,"score_gpt":0.3267822162959521,"score_spread":0.2947132002397325,"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."}}