{"id":"W2033448370","doi":"10.1159/000084709","title":"Mild Cognitive Impairment: An Operational Definition and Its Conversion Rate to Alzheimer’s Disease","year":2005,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Dementia; Logistic regression; Memory clinic; Cohort; Medicine; Alzheimer's disease; Disease; Cognitive impairment; Pediatrics; Psychology; Gerontology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003952253,0.0003311654,0.0002840661,0.0003844578,0.0004247448,0.0001267746,0.00005756603,0.00007620886,0.001144617],"category_scores_gemma":[0.000131236,0.000323865,0.00009102507,0.0003696173,0.0001201795,0.0005368436,0.0001378347,0.0001741947,0.0001745016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002649606,"about_ca_system_score_gemma":0.0001528769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002705691,"about_ca_topic_score_gemma":0.00002973307,"domain_scores_codex":[0.9977726,0.0002039742,0.0003277813,0.00073487,0.000441727,0.0005190885],"domain_scores_gemma":[0.9983787,0.0001583234,0.00007626938,0.00009289091,0.0004677226,0.000826083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01453952,0.004761177,0.8189742,0.0004295597,0.002532624,0.0001174392,0.002802244,0.00000428058,0.001539707,0.001388868,0.001597231,0.1513131],"study_design_scores_gemma":[0.009813517,0.001661196,0.9801215,0.0001547983,0.002213646,0.00001266309,0.002014709,0.0009460625,0.001402414,0.0002388275,0.0009424287,0.0004782438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885237,0.003870763,0.0005741406,0.002675508,0.0000704068,0.00228198,0.0002380721,0.00006171704,0.001703765],"genre_scores_gemma":[0.9929695,0.001818569,0.0001442707,0.003418221,0.0001557808,0.00030401,0.0009846332,0.00003478108,0.0001702406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611473,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089402570462639,"score_gpt":0.30261008327124,"score_spread":0.2817160575666136,"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."}}