{"id":"W3111571127","doi":"10.1186/s13195-021-00869-6","title":"White matter hyperintensities in autopsy-confirmed frontotemporal lobar degeneration and Alzheimer’s disease","year":2021,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Université de Montréal; Weston Brain Institute","keywords":"Frontotemporal lobar degeneration; Progressive supranuclear palsy; Medicine; Dementia; Hyperintensity; Frontotemporal dementia; Depression (economics); Corticobasal degeneration; Autopsy; Alzheimer's disease; White matter; Pathology; Psychology; Disease; Magnetic resonance imaging; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001183219,0.0004797612,0.0003296382,0.002690108,0.0003911417,0.0004947775,0.0003652563,0.0003342888,0.0010691],"category_scores_gemma":[0.002628541,0.0002439335,0.0002003486,0.0009400858,0.0004545784,0.0003550686,0.0003144607,0.0001715514,0.0002364514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106504,"about_ca_system_score_gemma":0.0003553551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469494,"about_ca_topic_score_gemma":0.004170525,"domain_scores_codex":[0.9996402,0.0001026426,0.00006698618,0.00006725547,0.00008728466,0.00003566632],"domain_scores_gemma":[0.9988318,0.0002769385,0.0005661938,0.00006440264,0.0001376366,0.0001230771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002018596,0.0000425731,0.9935666,0.00003745793,0.00005431485,0.001995002,0.0001254007,0.00004475361,0.00100658,0.00001377276,0.00006427953,0.002847468],"study_design_scores_gemma":[0.000007329749,0.00005840512,0.9965642,0.000008546476,0.00002091475,0.002924417,0.00006658006,0.00003843409,0.0001926257,0.00002811431,0.00008865602,0.000001928418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984637,0.001049956,0.00005265514,0.00001435176,0.000004133022,0.000008628937,0.00008847872,0.000003521714,0.0003144474],"genre_scores_gemma":[0.999254,0.0002943021,0.0001659491,0.00001742764,0.00001501328,0.00000600505,0.000177069,0.000001697815,0.00006834247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002690108,"threshold_uncertainty_score":0.006257594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027686566836004,"score_gpt":0.3848335852074491,"score_spread":0.2820649285238488,"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."}}