{"id":"W4390195151","doi":"10.1002/alz.072704","title":"A longitudinal multimodal biomarker study of memory clinic MCI patients with MBI – are there links to Alzheimer disease?","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Internal medicine; Proportional hazards model; Memory clinic; Hazard ratio; Psychology; Logistic regression; Medicine; Atrophy; Alzheimer's disease; Alzheimer's Disease Neuroimaging Initiative; Oncology; Disease; Confidence interval","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":[0.0008524233,0.0003952005,0.0004269687,0.0008304869,0.0007626939,0.0009218534,0.0004955246,0.0008554192,0.002073957],"category_scores_gemma":[0.002119387,0.0004061137,0.0003937884,0.0009785864,0.0003096059,0.00081753,0.0004521057,0.0005903215,0.0006908999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174906,"about_ca_system_score_gemma":0.0003822336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00546389,"about_ca_topic_score_gemma":0.005850446,"domain_scores_codex":[0.9996678,0.0001056033,0.00002969498,0.00008892941,0.00004143284,0.00006659755],"domain_scores_gemma":[0.9992629,0.00008407961,0.0002223209,0.00008164569,0.0001187682,0.0002302998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004770326,0.0001396735,0.9976308,0.000006872782,0.00007161542,0.000124805,0.000155075,0.00001365699,0.0003247157,0.00001955461,0.000106932,0.0009291423],"study_design_scores_gemma":[0.00003759532,0.000335214,0.9985574,0.000005456121,0.00004900825,0.0003051301,0.0002672308,0.0001524251,0.00005136055,0.00005829595,0.0001742214,0.000006560221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992262,0.0001618807,0.00004776317,0.00005517561,0.000005538974,0.00000913718,0.0002456046,0.000002549494,0.0002461078],"genre_scores_gemma":[0.9993088,0.00004648804,0.00005925831,0.00004980708,0.00001434467,0.00001761076,0.0003115731,0.000001243388,0.000190785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00546389,"threshold_uncertainty_score":0.0108642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05357699286823966,"score_gpt":0.3442144920814266,"score_spread":0.290637499213187,"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."}}