{"id":"W4379514284","doi":"10.3233/adr-220093","title":"Dementia Risk Models in an Australian First Nations Population: Cross-Sectional Associations and Preparation for Follow-Up","year":2023,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; James Cook University","keywords":"Dementia; Cross-sectional study; Population; Medicine; Gerontology; Environmental health; Psychology; Demography; Sociology; Disease; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003838,0.00009647426,0.0001810734,0.000481963,0.0003088685,0.000111572,0.00003095242,0.00005520409,0.00005723519],"category_scores_gemma":[0.0004724068,0.00009088299,0.0001584943,0.0003481555,0.00002810491,0.0007432661,0.00001955033,0.0001231727,0.000001620977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006805028,"about_ca_system_score_gemma":0.0002499614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004492775,"about_ca_topic_score_gemma":0.0001841262,"domain_scores_codex":[0.9982463,0.00005627513,0.0007170225,0.0002001023,0.0005820927,0.0001982379],"domain_scores_gemma":[0.9983348,0.0000893995,0.0004952124,0.0001193702,0.0006594677,0.0003017944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000261625,0.0002226878,0.9963695,0.0000234667,0.0004614331,0.0001517137,0.00009187929,0.001472559,0.00002110791,0.00006568197,0.0005339514,0.0003243948],"study_design_scores_gemma":[0.001356134,0.000233464,0.9898689,0.00004590041,0.0008398191,0.00006693548,0.00003772245,0.003614108,0.00003785579,0.003569752,0.0002478234,0.00008160387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978345,0.0003720367,0.0002380251,0.0004943385,0.0002693338,0.0006176623,0.0000550553,0.00002114961,0.00009788091],"genre_scores_gemma":[0.9987373,0.000120981,0.0002783075,0.00001934874,0.0001835656,0.00006647238,0.0003475036,0.00001400202,0.0002324667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006500618,"threshold_uncertainty_score":0.3706101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06937436660656057,"score_gpt":0.4030373295151598,"score_spread":0.3336629629085992,"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."}}