{"id":"W3201254531","doi":"10.3390/brainsci11091198","title":"Primary Progressive Aphasia: Use of Graphical Markers for an Early and Differential Diagnosis","year":2021,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Primary progressive aphasia; Handwriting; Set (abstract data type); Aphasia; Aphasiology; Task (project management); Cognition; Psychology; Audiology; Disease; Cognitive psychology; Medicine; Computer science; Artificial intelligence; Pathology; Dementia; Neuroscience; Frontotemporal dementia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001998648,0.00009692985,0.0001640448,0.00008025749,0.0002157245,0.0001143532,0.0002163584,0.00005828189,0.00002199584],"category_scores_gemma":[0.00145008,0.0000728942,0.00006082603,0.0003151737,0.001423922,0.0003285074,0.00009633837,0.00006854106,3.348177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000272131,"about_ca_system_score_gemma":0.00006767755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001164601,"about_ca_topic_score_gemma":0.00001284037,"domain_scores_codex":[0.9986745,0.0002033898,0.0001634796,0.0005307918,0.0001947208,0.0002331335],"domain_scores_gemma":[0.9981391,0.001511193,0.00008934062,0.0001416127,0.00004253185,0.0000762545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008081652,0.0002588202,0.02425793,0.00004064457,0.000006267797,0.000371922,0.0006532454,6.810357e-7,0.9580833,0.001346634,0.0004419323,0.01445782],"study_design_scores_gemma":[0.001471651,0.002863542,0.123794,0.000107109,0.00005080432,0.001088529,0.0004224133,0.0002110611,0.8639584,0.003675792,0.001813516,0.0005432551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981964,0.0001112396,0.00003847032,0.001123635,0.0001750241,0.0002302285,0.00004092515,0.00002435006,0.00005970237],"genre_scores_gemma":[0.9972455,0.00002723811,0.001060094,0.001492877,0.00004865482,0.00003541979,0.000003194319,0.000005360667,0.00008165871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09953602,"threshold_uncertainty_score":0.5246499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07944869275041037,"score_gpt":0.3319296849162793,"score_spread":0.2524809921658689,"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."}}