{"id":"W2921826029","doi":"10.1159/000496824","title":"Language in Amnestic Mild Cognitive Impairment and Dementia of Alzheimer’s Type: Quantitatively or Qualitatively Different?","year":2019,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders Extra","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; York University; University of Toronto","funders":"","keywords":"Dementia; Psychology; Cognition; Cognitive impairment; Episodic memory; Executive functions; Alzheimer's disease; Developmental psychology; Audiology; Disease; Cognitive psychology; Medicine; Psychiatry; Internal medicine","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":[0.001260866,0.0002936692,0.0003583601,0.003392973,0.0002792128,0.0009578308,0.0004618871,0.0005532459,0.00116703],"category_scores_gemma":[0.004710091,0.0001959904,0.0004995308,0.0009026178,0.001315799,0.001162732,0.0009028534,0.0003617502,0.0004638925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005891366,"about_ca_system_score_gemma":0.0003725464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915872,"about_ca_topic_score_gemma":0.003009918,"domain_scores_codex":[0.9992311,0.0002560347,0.0001194828,0.0001387762,0.0001345337,0.0001201172],"domain_scores_gemma":[0.9978458,0.0005360093,0.0008887257,0.0001867174,0.0002948193,0.0002480445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00086662,0.00007268551,0.9758918,0.0001040167,0.0001841716,0.00108882,0.001717186,0.0001038857,0.004009926,0.0001793817,0.0001842631,0.01559722],"study_design_scores_gemma":[0.00001309058,0.0002344408,0.9954151,0.00002430665,0.00004255329,0.002076882,0.001295894,0.0001165815,0.00029626,0.0002642795,0.0002075452,0.00001298409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976948,0.0009808055,0.00009459107,0.0001062563,0.00001159544,0.000005227082,0.0001098401,0.000006918553,0.0009900085],"genre_scores_gemma":[0.9995122,0.0001519731,0.00007907356,0.00003974362,0.00001132187,0.000004844675,0.0001113374,0.000002194057,0.00008731835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003915872,"threshold_uncertainty_score":0.007786155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769197918629083,"score_gpt":0.3441036739663023,"score_spread":0.3164116947800115,"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."}}