{"id":"W7055247000","doi":"","title":"Assessment of heterogeneity amongaAssessment of Heterogeneity Among Participants in the Parkinson’s Progression Markers Initiative Cohort Using α-Synuclein Seed Amplification: A Cross-Sectional Study participants in the Parkinson's Progression Markers Initiative cohort using α-synuclein seed amplification: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Digital Commons-TMC (Texas Medical Center)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Disease; Cohort study; Logistic regression; Odds ratio; LRRK2","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":[0.009592698,0.0005927871,0.0008116459,0.001611933,0.0008549006,0.00124586,0.0009400065,0.001148996,0.001123787],"category_scores_gemma":[0.009462542,0.0004940905,0.001416588,0.001113259,0.0005356003,0.0007724984,0.00127222,0.0007120034,0.0002521956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395015,"about_ca_system_score_gemma":0.0003520504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950995,"about_ca_topic_score_gemma":0.003079535,"domain_scores_codex":[0.9943991,0.00230435,0.0007247465,0.001337483,0.0008844406,0.0003498192],"domain_scores_gemma":[0.9926805,0.002050659,0.00226487,0.001335505,0.001007983,0.000660472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005096151,0.00006203106,0.9967956,0.00001746256,0.0004440905,0.00009634065,0.000227519,0.00006939666,0.0009182918,0.00003399378,0.00006123866,0.0007643763],"study_design_scores_gemma":[0.00003326445,0.0004703652,0.9981397,0.000007065227,0.0001641679,0.0002452431,0.0001404919,0.0003470787,0.0002494289,0.0000307868,0.0001618703,0.00001045304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983044,0.0002283498,0.0006837226,0.0000184492,0.000009278735,0.00007309108,0.0004873733,0.000007146615,0.0001881194],"genre_scores_gemma":[0.9982035,0.00005613968,0.0005572115,0.00003463894,0.00001242426,0.0001312607,0.0008642182,0.000006158506,0.0001344978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009592698,"threshold_uncertainty_score":0.05073166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111202946698253,"score_gpt":0.4189422597205631,"score_spread":0.3077393130223102,"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."}}