{"id":"W2065863432","doi":"10.1038/clpt.2010.68","title":"An Individualized Approach to Tracking and Treating Alzheimer’s Disease","year":2010,"lang":"en","type":"article","venue":"Clinical Pharmacology & Therapeutics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Atlantic Canada Opportunities Agency; Dalhousie Medical Research Foundation","keywords":"Disease; Dementia; Cognition; Alzheimer's disease; Medicine; Psychology; Gerontology; Clinical psychology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002908521,0.0006854348,0.000893129,0.001838018,0.001108444,0.001943508,0.001630061,0.001646199,0.003627954],"category_scores_gemma":[0.004627558,0.0002404968,0.0008699637,0.0008875313,0.0007710702,0.001783294,0.002545554,0.003331961,0.001643291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692106,"about_ca_system_score_gemma":0.003514713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003602155,"about_ca_topic_score_gemma":0.006808431,"domain_scores_codex":[0.9979122,0.000916876,0.0001943043,0.0003215375,0.0005437444,0.0001113682],"domain_scores_gemma":[0.9987494,0.0003010872,0.0001803023,0.0002297757,0.0003245621,0.000214957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002549187,0.001305146,0.008376857,0.0004260304,0.0002279483,0.0004552529,0.0007584147,0.005475284,0.003190624,0.01035445,0.03487541,0.9342997],"study_design_scores_gemma":[0.0008658186,0.005253975,0.09246534,0.003445669,0.001361456,0.008035527,0.003687037,0.03428947,0.01279377,0.1985197,0.6387171,0.0005651441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09150907,0.03493597,0.5882319,0.1252652,0.002595658,0.00251505,0.0007640424,0.00410689,0.1500763],"genre_scores_gemma":[0.4259407,0.02699182,0.5117015,0.01433711,0.001788768,0.001684372,0.0006300398,0.0002460821,0.01667958],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003627954,"threshold_uncertainty_score":0.01538193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1502668997040446,"score_gpt":0.5022433162928386,"score_spread":0.351976416588794,"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."}}