{"id":"W7116991918","doi":"10.1002/alz70861_108690","title":"Participant Survey Results in a Diverse Community‐Based Alzheimer’s Disease Blood Test Study","year":2025,"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":"","funders":"","keywords":"Affect (linguistics); Test (biology); Disease; Compensation (psychology); Blood test; Biomarker","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":[0.003471763,0.0002881511,0.0002951321,0.001009738,0.0007993905,0.0007345803,0.0003154507,0.0007082026,0.001991992],"category_scores_gemma":[0.005693774,0.0002043256,0.000391047,0.001022981,0.0002264663,0.0005815909,0.0008323245,0.0004863439,0.0007164942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536845,"about_ca_system_score_gemma":0.0003825176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006914056,"about_ca_topic_score_gemma":0.007049715,"domain_scores_codex":[0.9976604,0.001120147,0.0003010031,0.0002434496,0.0004713887,0.00020353],"domain_scores_gemma":[0.9975648,0.000506737,0.0005133757,0.0001436038,0.0008634326,0.0004079921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554398,0.0002393744,0.9924818,0.00004150977,0.00003304704,0.00009132597,0.003131527,0.00002481604,0.0003563645,0.00002716468,0.0007294365,0.002688328],"study_design_scores_gemma":[0.00001763339,0.0002200592,0.9941871,0.00001422456,0.00001063147,0.0001374289,0.004259193,0.0001019036,0.00007656078,0.00001851582,0.0009456099,0.00001103042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962201,0.00006713924,0.0001598596,0.00009820215,0.000009321365,0.0001664442,0.00183529,0.000004317616,0.001439421],"genre_scores_gemma":[0.9969707,0.0000823241,0.0002618132,0.0001563813,0.00001141512,0.0005066067,0.001432202,0.000003547998,0.000574994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006914056,"threshold_uncertainty_score":0.01836067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352893079037451,"score_gpt":0.3841358210600979,"score_spread":0.2488465131563528,"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."}}