{"id":"W1976030735","doi":"10.1159/000080124","title":"Conversion to Dementia among Two Groups with Cognitive Impairment","year":2004,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Alzheimer's disease; Neurocognitive; Neuropsychology; Psychology; Audiology; Internal medicine; Medicine; Disease; Cognition; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.0003907153,0.0005055763,0.0004885735,0.0005737138,0.0004266804,0.0001302466,0.0001110864,0.00009490171,0.0008379404],"category_scores_gemma":[0.0000857484,0.0004358071,0.0001723699,0.0009520109,0.0003469166,0.000325618,0.000231584,0.0003018585,0.0001890332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008246523,"about_ca_system_score_gemma":0.0002207662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003792746,"about_ca_topic_score_gemma":0.0002779276,"domain_scores_codex":[0.9967052,0.0001106839,0.000425738,0.0009635899,0.0008545059,0.000940299],"domain_scores_gemma":[0.9983385,0.0001236936,0.0001468683,0.0001779448,0.0005259542,0.0006870145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003272107,0.00144953,0.9699093,0.0001961684,0.002287527,0.0001723502,0.001181394,0.000004301829,0.0003417319,0.0001497782,0.0001622165,0.02087367],"study_design_scores_gemma":[0.02771541,0.00487608,0.9521294,0.0004622425,0.003165384,0.00004431049,0.00737793,0.00002063488,0.002874717,0.0003719882,0.0003270184,0.0006349321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760811,0.0007627668,0.01333926,0.0008575698,0.0001135798,0.003355233,0.00005651228,0.0001126446,0.005321383],"genre_scores_gemma":[0.9969498,0.0004097059,0.0003579658,0.001204648,0.00009470461,0.0004314889,0.000279447,0.00006318232,0.0002090577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02444331,"threshold_uncertainty_score":0.9998094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005345932609593137,"score_gpt":0.2614597050370479,"score_spread":0.2561137724274548,"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."}}