{"id":"W4406067649","doi":"10.1002/mdc3.14321","title":"Fox Insight: Most Bothersome Symptoms in Early‐Stage Parkinson's Disease","year":2025,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkinson's Clinic of Eastern Toronto & Movement Disorders Centre","funders":"Michael J. Fox Foundation for Parkinson's Research","keywords":"Medicine; Motor symptoms; Parkinson's disease; Disease; Physical therapy; Gait; Physical medicine and rehabilitation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309537,0.0003271,0.0004236228,0.001210726,0.0003785368,0.0006950917,0.0003400738,0.0005248757,0.002093706],"category_scores_gemma":[0.005061122,0.0001190738,0.000383317,0.0006241487,0.0003218873,0.0008802057,0.001292789,0.0003772919,0.0001984864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004257693,"about_ca_system_score_gemma":0.0003646824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788138,"about_ca_topic_score_gemma":0.01068001,"domain_scores_codex":[0.9995875,0.0001141419,0.00006685411,0.00006894157,0.0001045089,0.00005814349],"domain_scores_gemma":[0.9969337,0.0005991084,0.001887416,0.00006514529,0.0002532463,0.0002614125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003823118,0.00005722677,0.9799283,0.0002206616,0.00008957113,0.0001523289,0.001247348,0.00009091091,0.000437174,0.00008123045,0.0007946942,0.01651833],"study_design_scores_gemma":[0.00001411073,0.0001366627,0.9979062,0.00007870895,0.00003600831,0.0003567176,0.0004113537,0.0000693754,0.00009359478,0.0001175266,0.0007706357,0.000009083235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950707,0.001072684,0.0002156705,0.0002011574,0.00001033445,0.00005413908,0.001136527,0.000007146893,0.002231732],"genre_scores_gemma":[0.9976157,0.0004084435,0.0005123048,0.0001009481,0.00001467616,0.00004774065,0.0008003741,0.000002944723,0.0004970178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003788138,"threshold_uncertainty_score":0.007532179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211937798765509,"score_gpt":0.3536181750916182,"score_spread":0.3314987971039632,"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."}}