{"id":"W2005328372","doi":"10.4061/2011/351461","title":"Nonmotor Symptoms of Parkinson's Disease","year":2011,"lang":"en","type":"article","venue":"Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Parkinson's disease; Disease; Neuroscience; Medicine; Physical medicine and rehabilitation; Psychology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005653509,0.0002455255,0.0003447915,0.00009321202,0.00005916177,0.000008079978,0.0001374907,0.00005240578,0.001403899],"category_scores_gemma":[0.0001316141,0.0001881703,0.0002909294,0.0001731479,0.0001617006,0.00007432166,0.00006391747,0.0001025579,0.0002142788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002239327,"about_ca_system_score_gemma":0.0001028489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003393098,"about_ca_topic_score_gemma":0.000001280614,"domain_scores_codex":[0.998508,0.00005839545,0.0002834157,0.0004641643,0.0003407421,0.0003452287],"domain_scores_gemma":[0.9980528,0.00003547625,0.0001144504,0.0005626375,0.00006650723,0.001168161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004169836,0.002980052,0.9821854,0.0001527959,0.0001174214,0.0009733092,0.00006694016,6.356432e-7,0.00006369826,0.0004628464,0.0008841188,0.007942976],"study_design_scores_gemma":[0.002094823,0.0004816196,0.9639477,0.0000563203,0.0004797059,0.000001237652,0.00001066812,0.00008525889,0.00017154,0.001921263,0.03057714,0.0001727586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905015,0.001781533,0.00003878019,0.0003061533,0.0001394313,0.000611809,0.0001489621,0.0001073817,0.006364449],"genre_scores_gemma":[0.9973043,0.0001767901,0.0001654459,0.001590086,0.00005877878,0.0001170097,0.00004927164,0.00003437054,0.0005039176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02969302,"threshold_uncertainty_score":0.999509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890125365117177,"score_gpt":0.2575946170598949,"score_spread":0.2286933634087232,"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."}}