{"id":"W4402029798","doi":"10.1101/2024.08.29.24312807","title":"Digital language markers distinguish frontal from right anterior temporal lobe atrophy in frontotemporal dementia","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw","keywords":"Frontotemporal dementia; Frontal lobe; Semantic dementia; Atrophy; Dementia; Temporal lobe; Psychology; Neuroscience; Cognitive psychology; Medicine; Pathology; Epilepsy; Disease","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":[0.0008029871,0.0004444702,0.0002379613,0.001520357,0.000212679,0.0006562824,0.0002464057,0.0003901342,0.001435527],"category_scores_gemma":[0.003704403,0.0001354316,0.0002307955,0.000382889,0.0002955418,0.0004283313,0.0003360174,0.0002103455,0.0003792038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428348,"about_ca_system_score_gemma":0.0001544728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926483,"about_ca_topic_score_gemma":0.003780047,"domain_scores_codex":[0.9997852,0.00005586549,0.00003233469,0.00005200021,0.00005209113,0.00002255106],"domain_scores_gemma":[0.9982654,0.0006613045,0.0006521114,0.00007325081,0.0002448545,0.0001030319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009593716,0.0001162479,0.9594977,0.00006091462,0.00009031767,0.0004884157,0.0003042935,0.0005587415,0.009464172,0.00005569077,0.0002533254,0.02815077],"study_design_scores_gemma":[0.00002007233,0.0002432233,0.9929429,0.00001973401,0.00004131826,0.001449082,0.0002299583,0.002656297,0.002002691,0.0001652615,0.0002193646,0.00001002695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990133,0.0001366899,0.0003154509,0.00001597022,0.000002857863,0.000008351562,0.0001067241,0.00001328712,0.0003872274],"genre_scores_gemma":[0.9990049,0.00004721413,0.000646115,0.00001164009,0.000005244178,0.000008322764,0.0001554272,0.00000234499,0.0001187107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001926483,"threshold_uncertainty_score":0.004802287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009455050058562642,"score_gpt":0.2848930392414825,"score_spread":0.2754379891829199,"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."}}