{"id":"W1969037225","doi":"10.1136/jnnp.2004.050385","title":"The Goteborg MCI study: mild cognitive impairment is a heterogeneous condition","year":2005,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Alzheimerfonden; Stiftelsen Handlanden Hjalmar Svenssons; Fredrik och Ingrid Thurings Stiftelse","keywords":"Neuropsychology; Cognition; Audiology; Psychology; Dementia; Cognitive impairment; Executive functions; Cognitive skill; Memory impairment; Neuropsychological assessment; Medicine; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007715958,0.0005869561,0.0007296549,0.002050627,0.001177554,0.001409168,0.000758674,0.000725845,0.002186132],"category_scores_gemma":[0.001900784,0.0002803978,0.000466434,0.003389637,0.0005892382,0.0006302624,0.0008854838,0.0005533437,0.0004280262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640093,"about_ca_system_score_gemma":0.001569906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1786632,"about_ca_topic_score_gemma":0.2058558,"domain_scores_codex":[0.9992688,0.0001015623,0.00008847391,0.0001076762,0.0002528532,0.0001804696],"domain_scores_gemma":[0.9993051,0.00003493647,0.0003780315,0.00004045482,0.00008691962,0.0001544987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004256406,0.00007330716,0.9936592,0.00008540793,0.0001725291,0.0004853186,0.0001641906,0.00003886922,0.0001539444,0.0001184871,0.002040521,0.00258276],"study_design_scores_gemma":[0.00002185103,0.00003128381,0.9992868,0.00002506029,0.00003034578,0.0001490274,0.00008555376,0.00001906826,0.000005917007,0.00003273201,0.0003094292,0.000002930768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767106,0.005010959,0.00007212479,0.0009386829,0.00007729989,0.0001605165,0.006614829,0.0000199352,0.01039507],"genre_scores_gemma":[0.9945339,0.0008742583,0.00005966903,0.0002925353,0.00008151482,0.00005103169,0.003281332,0.00000344875,0.0008223027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786632,"threshold_uncertainty_score":0.3552465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683358537303239,"score_gpt":0.3244859716063083,"score_spread":0.307652386233276,"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."}}