{"id":"W4282972151","doi":"10.1136/practneurol-2022-003460","title":"Primary progressive aphasia: ReADing the clinical GRANularity","year":2022,"lang":"en","type":"article","venue":"Practical Neurology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer’s Research UK; Wolfson Foundation; Medical Research Council Canada; Brain Research UK; Alzheimer's Society; National Brain Appeal; Medical Research Council; Barts Charity","keywords":"Primary progressive aphasia; Aphasia; Agrammatism; Medicine; Aphasiology; Psychology; Reading (process); Neuroscience; Frontotemporal dementia; Audiology; Dementia; Pathology; Disease; Linguistics","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":[0.0001707428,0.0005263534,0.0004740212,0.0008938659,0.0003691854,0.000944412,0.0004563278,0.00114003,0.005064189],"category_scores_gemma":[0.00249947,0.000135171,0.0001075352,0.0005401619,0.0009607326,0.0009787929,0.0008237698,0.001178497,0.001266398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133285,"about_ca_system_score_gemma":0.00054044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150996,"about_ca_topic_score_gemma":0.001414467,"domain_scores_codex":[0.9997944,0.00002966976,0.00002181149,0.00005322207,0.00005796262,0.00004297396],"domain_scores_gemma":[0.9993562,0.0002103812,0.0001035074,0.00005187736,0.00009013443,0.0001878627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003884326,0.0001305835,0.04855819,0.0004293206,0.00002460215,0.7902612,0.001377141,0.0002178984,0.01800365,0.005650214,0.02144345,0.1135153],"study_design_scores_gemma":[0.00002989108,0.0001235133,0.0453156,0.0001436216,0.00001838127,0.933283,0.0003949758,0.0005594479,0.001341696,0.005166148,0.01359993,0.00002380467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6994129,0.02867521,0.0107348,0.02487282,0.001789161,0.0003378812,0.0006933039,0.001567534,0.2319163],"genre_scores_gemma":[0.9773517,0.003684269,0.002514127,0.003292073,0.001701281,0.0000330274,0.000192499,0.00006934784,0.01116157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005064189,"threshold_uncertainty_score":0.01694143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09284937850436165,"score_gpt":0.4018922079362782,"score_spread":0.3090428294319165,"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."}}