{"id":"W2750523975","doi":"10.3233/jad-170231","title":"Detecting At-Risk Alzheimer’s Disease Cases","year":2017,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd; EU Joint Programme – Neurodegenerative Disease Research","keywords":"Apolipoprotein E; Dementia; Memory clinic; Medicine; Internal medicine; Disease; Pathological; Cognition; Risk factor; Montreal Cognitive Assessment; Alzheimer's disease; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007400785,0.0003809654,0.000375568,0.001482478,0.0005827006,0.000518178,0.000610213,0.0006550296,0.001246931],"category_scores_gemma":[0.002102692,0.0002781431,0.0002757419,0.0005833866,0.0002176449,0.0004171293,0.0004274943,0.0002206263,0.0004957138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351804,"about_ca_system_score_gemma":0.0003735452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536292,"about_ca_topic_score_gemma":0.01720782,"domain_scores_codex":[0.9992387,0.0001886046,0.0001053324,0.0002027048,0.0001373367,0.0001273026],"domain_scores_gemma":[0.9992332,0.0001197589,0.0002066031,0.0000632891,0.0001908246,0.0001862827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143524,0.00008197294,0.994066,0.00001960976,0.00001034925,0.0004774124,0.0003063627,0.00002548802,0.00149608,0.0000245266,0.0002430817,0.003034822],"study_design_scores_gemma":[0.00001954034,0.0002184518,0.9968689,0.00001704492,0.00002511608,0.001283471,0.0003999588,0.0001558433,0.0004735063,0.00004278656,0.000489381,0.00000594442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985708,0.000191259,0.0001881217,0.0000219233,0.00001133907,0.00006644078,0.0002444197,0.000007499793,0.0006981625],"genre_scores_gemma":[0.9979376,0.0001844894,0.0007793528,0.00003822084,0.00001754731,0.00005787605,0.0004992738,0.000002845541,0.0004827995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536292,"threshold_uncertainty_score":0.03054696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984711185594242,"score_gpt":0.3672125230427855,"score_spread":0.307365411186843,"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."}}