{"id":"W1970907754","doi":"10.1136/bmj.330.7496.857","title":"Drugs for Alzheimer's disease and related dementias","year":2005,"lang":"en","type":"letter","venue":"BMJ","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Alzheimer's disease; Disease; Dementia; Medicine; Data science; Computer science; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00225385,0.0007073211,0.001209051,0.0008046485,0.001881478,0.001541208,0.00096972,0.02147852,0.007019443],"category_scores_gemma":[0.01309216,0.00038283,0.00109204,0.0007076967,0.001601654,0.002404466,0.0006234525,0.01468949,0.00761448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508343,"about_ca_system_score_gemma":0.001331898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368288,"about_ca_topic_score_gemma":0.006602035,"domain_scores_codex":[0.9976979,0.0008303241,0.0003195197,0.0001542096,0.0008291078,0.00016888],"domain_scores_gemma":[0.9953622,0.002887904,0.0004439551,0.0001378142,0.0006723806,0.0004956008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001736326,0.00008373045,0.0007156346,0.0002678966,0.0000259776,0.004177862,0.00008467609,0.00005152883,0.0002860526,0.002918753,0.9477361,0.04347809],"study_design_scores_gemma":[0.0007081193,0.0003320852,0.003568744,0.0007866601,0.00005675783,0.01183169,0.0002009364,0.0004266364,0.000213609,0.009792528,0.9720467,0.00003541572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001025213,0.01269663,0.0001732363,0.9521382,0.02256481,0.00004428841,0.0000695943,0.0000588772,0.01122911],"genre_scores_gemma":[0.008978856,0.01038714,0.0005186821,0.8678898,0.09954906,0.00008899924,0.00006505365,0.0000223367,0.01250007],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02147852,"threshold_uncertainty_score":0.02348232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820577830699996,"score_gpt":0.3471241578127494,"score_spread":0.3189183795057494,"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."}}