{"id":"W7117252910","doi":"10.1002/alz70857_100942","title":"Behavioral Variant Frontotemporal Degeneration: Exploring the Diagnostic Journey","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Personality; Sample (material); Medical diagnosis; Focus (optics); Diagnostic test","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":[0.006297537,0.0002706432,0.0004192838,0.002704767,0.004647719,0.004754979,0.001289757,0.00132181,0.001935981],"category_scores_gemma":[0.01978474,0.0003080589,0.000431564,0.00252532,0.002475788,0.006428602,0.005157411,0.00311167,0.0003280087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007650842,"about_ca_system_score_gemma":0.008329561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03860411,"about_ca_topic_score_gemma":0.07412456,"domain_scores_codex":[0.9975145,0.001096002,0.0002458109,0.0001822099,0.0003921042,0.0005694182],"domain_scores_gemma":[0.9923503,0.002006019,0.001141296,0.0001803408,0.002015357,0.002306635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002461302,0.0002398356,0.66029,0.0004328167,0.00004381264,0.01098288,0.1592858,0.0003486327,0.0005910658,0.01065438,0.02947808,0.1274066],"study_design_scores_gemma":[0.00002842688,0.0003084741,0.1934862,0.002298709,0.00004965506,0.01693675,0.6957157,0.001668243,0.0003108355,0.0204979,0.06853625,0.0001629351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053576,0.0110885,0.001657788,0.06749088,0.0003288434,0.0001432999,0.0006511888,0.00004969454,0.01323213],"genre_scores_gemma":[0.985545,0.007528281,0.002729957,0.002617322,0.000130101,0.00007512961,0.0005564469,0.00002313342,0.0007946889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03860411,"threshold_uncertainty_score":0.0767588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072430994064167,"score_gpt":0.3144594196104247,"score_spread":0.207216320204008,"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."}}