{"id":"W2119929275","doi":"10.1016/j.jalz.2014.05.1749","title":"Plasma proteins predict conversion to dementia from prodromal disease","year":2014,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Innovative Medicines Initiative; Alzheimer’s Research UK; European Commission; National Institute for Health and Care Research; Medical Research Council; European Federation of Pharmaceutical Industries and Associations","keywords":"Dementia; Disease; Internal medicine; Medicine; Neuroimaging; Oncology; Alzheimer's disease; Cognitive impairment; Clinical trial; Bioinformatics; Psychiatry; Biology","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":[0.0009616439,0.0006420867,0.000313766,0.0009678698,0.0002289557,0.0005076186,0.0002148111,0.0005125529,0.001101167],"category_scores_gemma":[0.002014765,0.0001693466,0.000213312,0.0004488373,0.0002522432,0.0002268966,0.0003347324,0.0004679008,0.0003048413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909418,"about_ca_system_score_gemma":0.000183817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005746262,"about_ca_topic_score_gemma":0.0004145508,"domain_scores_codex":[0.9997578,0.00007231961,0.00002871651,0.00006786319,0.0000424288,0.00003081243],"domain_scores_gemma":[0.9989659,0.0002524255,0.0005103442,0.00004921141,0.0001148827,0.0001071675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001613737,0.0001429492,0.9796893,0.00006209373,0.0001687685,0.0001296984,0.00009343909,0.0002452913,0.01056821,0.00003206647,0.0001323727,0.007122246],"study_design_scores_gemma":[0.00006741529,0.0008274848,0.9931349,0.00001533062,0.00009671634,0.0007064655,0.00005799061,0.0005058658,0.004158645,0.00009349463,0.0003295515,0.000006088829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987889,0.0004580142,0.000282662,0.0000281551,0.000005334373,0.00001540255,0.0001906097,0.000007339305,0.0002236222],"genre_scores_gemma":[0.9989085,0.00009352391,0.0005230278,0.00002790938,0.00001185316,0.00001650295,0.0002685078,0.000001398533,0.0001487545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001101167,"threshold_uncertainty_score":0.005085707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783455036257231,"score_gpt":0.2732004320402533,"score_spread":0.255365881677681,"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."}}