{"id":"W2151087473","doi":"10.1001/archneur.62.7.1164","title":"Mild Cognitive Impairment Is Not a Clinical Entity and Should Not Be Treated","year":2005,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cognitive impairment; Cognition; Medicine; Psychology; Neuroscience","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":[0.0002714186,0.0001749837,0.0004424826,0.0002056857,0.00006310355,0.000009001533,0.00009784827,0.00009650039,0.0003786804],"category_scores_gemma":[0.0001800091,0.0001490273,0.0001832714,0.00009127947,0.0007563943,0.00005782882,0.0002010097,0.0004416694,0.00002546693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003859949,"about_ca_system_score_gemma":0.00006285449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004461951,"about_ca_topic_score_gemma":0.00002129678,"domain_scores_codex":[0.9980655,0.0002993141,0.0004463479,0.0004841898,0.0003025008,0.0004021126],"domain_scores_gemma":[0.9984543,0.0009279606,0.0001000988,0.0001990893,0.00006763126,0.0002509308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01027825,0.001761922,0.912255,0.00007596595,0.0003413312,0.0001560263,0.0005598213,1.578539e-7,0.005700517,0.0001162221,0.00094939,0.06780536],"study_design_scores_gemma":[0.006160788,0.006791811,0.96303,0.00003070414,0.0002099321,0.00008626491,0.00003844759,0.000409808,0.01821212,0.00007797842,0.004846046,0.0001061268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690956,0.00005896164,0.00004577332,0.02535435,0.00004189883,0.0005973235,0.00007027829,0.00003086797,0.00470495],"genre_scores_gemma":[0.9771467,0.0005904351,0.0001756241,0.02102764,0.0001216395,0.00003078391,0.00002869475,0.00001793407,0.0008605717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06769923,"threshold_uncertainty_score":0.6077157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07820572203626562,"score_gpt":0.3951955708210627,"score_spread":0.3169898487847971,"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."}}