{"id":"W7117248633","doi":"10.1002/alz70856_100374","title":"Biofluid Biomarkers in Frontotemporal Lobar Degeneration (FTLD)","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Dementia Research Alliance","funders":"","keywords":"Frontotemporal lobar degeneration; Neurodegeneration; Frontotemporal dementia; Pathological; Dementia; Disease; Neurogranin","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":[0.0009469886,0.001015105,0.0008021298,0.001822687,0.0003725379,0.001512774,0.0003926118,0.002512099,0.00419107],"category_scores_gemma":[0.0009468262,0.0002444005,0.0006224331,0.0006735942,0.0002754154,0.0009591528,0.00083262,0.001505027,0.002483862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006678871,"about_ca_system_score_gemma":0.0004013842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005745926,"about_ca_topic_score_gemma":0.0009548595,"domain_scores_codex":[0.9997169,0.00005792724,0.00001992223,0.00004614559,0.0001175481,0.00004154337],"domain_scores_gemma":[0.9997937,0.00006741665,0.00003688897,0.000005937446,0.00006420696,0.00003173181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009914667,0.0004814479,0.006506938,0.004399903,0.0001919055,0.001822309,0.0003885529,0.0006549319,0.1599747,0.003080315,0.07553273,0.7459747],"study_design_scores_gemma":[0.000220915,0.002879137,0.02748433,0.004242026,0.0006823693,0.01262144,0.000771685,0.002622349,0.1774154,0.01314652,0.7576855,0.0002282774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04153086,0.9080052,0.01057907,0.01239075,0.004392982,0.0003164456,0.001496262,0.0009325651,0.02035596],"genre_scores_gemma":[0.2289895,0.6701971,0.02316617,0.01313655,0.004286848,0.0007003688,0.002996292,0.000159558,0.0563676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00419107,"threshold_uncertainty_score":0.0140205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290084591553535,"score_gpt":0.3162766563875243,"score_spread":0.283375810471989,"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."}}