{"id":"W4220932812","doi":"10.3390/medicina58030433","title":"Serum NfL in Alzheimer Dementia: Results of the Prospective Dementia Registry Austria","year":2022,"lang":"en","type":"article","venue":"Medicina","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Medicine; Dementia; Clinical Dementia Rating; Prospective cohort study; Memory clinic; Alzheimer's disease; Mini–Mental State Examination; Internal medicine; Biomarker; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580311,0.0001552484,0.0002956695,0.0001242567,0.0001785732,0.000005172027,0.000233775,0.00004430821,0.0005911399],"category_scores_gemma":[0.0001733482,0.0001058327,0.0001174463,0.0005761874,0.000190829,0.00004482084,0.0002805938,0.0004234316,0.00001476735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302095,"about_ca_system_score_gemma":0.0004288102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004359009,"about_ca_topic_score_gemma":0.00006142325,"domain_scores_codex":[0.9976887,0.0001812731,0.0003960789,0.0003405036,0.001008584,0.0003849154],"domain_scores_gemma":[0.9989181,0.00006512467,0.0001713857,0.000593082,0.00007924698,0.0001730329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003152322,0.001617365,0.9410251,0.00005702731,0.02592624,0.0008144869,0.0009378337,0.00001950711,0.000172969,0.0002193717,0.02283926,0.003218556],"study_design_scores_gemma":[0.01922287,0.001605076,0.960157,0.0002154497,0.005896618,0.0001148993,0.002358879,0.0001062208,0.004240763,0.0007094856,0.005170304,0.0002023682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151661,0.04732103,0.000004602342,0.009660576,0.0005482752,0.003026468,0.0003343568,0.0000584589,0.02388008],"genre_scores_gemma":[0.9993184,0.00006097651,0.00004071305,0.0001539262,0.00007622105,0.0001180658,0.00005359178,0.000019552,0.0001586219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08415218,"threshold_uncertainty_score":0.6472567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223476189849737,"score_gpt":0.3120466913577792,"score_spread":0.2798119294592818,"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."}}