{"id":"W4312086423","doi":"10.1002/alz.065599","title":"The Asian Cohort for Alzheimer’s Disease (ACAD) Pilot Study","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Workgroup; Vietnamese; Outreach; Medicine; Family medicine; Cohort; Gerontology; Community-based participatory research; Participatory action research; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004229912,0.0004828573,0.0004036755,0.0006137058,0.002503578,0.0007749407,0.0009972668,0.0004527133,0.003513809],"category_scores_gemma":[0.0035515,0.0003466567,0.000450166,0.001446814,0.0005172685,0.0006192346,0.00105545,0.0007153633,0.0007375056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023066,"about_ca_system_score_gemma":0.008837363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3125325,"about_ca_topic_score_gemma":0.4431214,"domain_scores_codex":[0.9987426,0.0004368689,0.0001126186,0.0001960161,0.000197642,0.0003142594],"domain_scores_gemma":[0.9964685,0.0002996516,0.0003260617,0.0005857387,0.001325045,0.0009948898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002177956,0.00089266,0.962096,0.00015636,0.000146981,0.0005644599,0.006928989,0.0000866488,0.0008203802,0.0005222402,0.01140902,0.01419835],"study_design_scores_gemma":[0.0004294904,0.001285661,0.9788876,0.0001291488,0.0002607592,0.0003371634,0.01006212,0.000172035,0.0004756131,0.0001537004,0.007767801,0.00003896412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858075,0.0001463156,0.0002799068,0.0003551862,0.00003900824,0.00117149,0.00702825,0.00002098611,0.005151209],"genre_scores_gemma":[0.9889102,0.0002286405,0.001581784,0.0007000238,0.00005231256,0.002499027,0.004273911,0.00001085227,0.001743193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3125325,"threshold_uncertainty_score":0.6214267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169586850524805,"score_gpt":0.3403827143144105,"score_spread":0.2886868458091624,"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."}}