{"id":"W7073689741","doi":"","title":"CSF NFL in a Longitudinally Assessed PD Cohort: Age Effects and Cognitive Trajectories","year":2020,"lang":"en","type":"article","venue":"DZNE Pub","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurofilament; Cognition; Cerebrospinal fluid; Disease; Cognitive decline; Cognitive impairment; Biomarker","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":[0.0001052254,0.0001257757,0.0002953812,0.00004390663,0.00003011789,0.00003424062,0.00004158442,0.00007300873,0.00002105978],"category_scores_gemma":[0.002577453,0.0001112889,0.00003277921,0.0001848495,0.00006861823,0.00008208258,0.00005081268,0.0002107552,0.00002508767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001592857,"about_ca_system_score_gemma":0.00004589251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293933,"about_ca_topic_score_gemma":0.00006436027,"domain_scores_codex":[0.9992043,0.0000406668,0.000135206,0.0002450076,0.0001695973,0.0002052019],"domain_scores_gemma":[0.9989823,0.0006453581,0.00003425629,0.00007555438,0.00004866663,0.0002138363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003521548,0.0001193613,0.9886582,0.0003150304,0.00009608195,0.002168226,0.0007615517,0.000001198123,0.0007375734,0.0002352821,0.0007931185,0.005762144],"study_design_scores_gemma":[0.002195634,0.0004824975,0.9939821,0.0002818121,0.0001613194,0.00002112427,0.0001069764,0.000137789,0.002173136,0.00007889081,0.000252663,0.0001260614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901496,0.0008301407,0.0006503432,0.001229291,0.00006402781,0.0004394813,0.00002076831,0.00008595398,0.006530374],"genre_scores_gemma":[0.9983128,0.00004192731,0.0002804451,0.001048343,0.0001374924,0.00003593737,0.00006856448,0.00001500347,0.00005954312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008163123,"threshold_uncertainty_score":0.4538229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919259698427611,"score_gpt":0.2713355404379749,"score_spread":0.2521429434536988,"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."}}