{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002555853,0.00033976,0.0005491333,0.002338498,0.000237366,0.0009241949,0.0003471957,0.0003636105,0.0008391479],"category_scores_gemma":[0.003875218,0.0003338658,0.0006658374,0.001661752,0.0001770981,0.000514128,0.0009448459,0.0003681013,0.0004958244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003759447,"about_ca_system_score_gemma":0.0002465037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177961,"about_ca_topic_score_gemma":0.001816072,"domain_scores_codex":[0.998534,0.0004859098,0.0002620427,0.0003509369,0.0002301946,0.0001370134],"domain_scores_gemma":[0.9979074,0.0004067499,0.000889179,0.0002646856,0.0003474996,0.0001844543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003131521,0.0000326843,0.997465,0.00001453524,0.00008633335,0.00004924012,0.00005405412,0.00006680542,0.0001278826,0.00001390413,0.0001491853,0.001627088],"study_design_scores_gemma":[0.00002257851,0.00006692249,0.9990576,0.000008685273,0.00005454808,0.0001783353,0.00007065822,0.0001747591,0.00008242149,0.00001969694,0.0002597813,0.000004077318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967242,0.0005222472,0.0001440991,0.00002013364,0.000007771542,0.00001785059,0.002096152,0.000009068055,0.0004586692],"genre_scores_gemma":[0.9954217,0.0002668771,0.0001860308,0.00001840788,0.00001120489,0.00002505363,0.003875843,0.000006671822,0.0001881784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003177961,"threshold_uncertainty_score":0.01351678,"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."}}