{"id":"W4390262404","doi":"10.1016/j.jns.2023.121050","title":"Compass-ND. A Canadian cohort of dementia and predementia subjects","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; McGill University; Concordia University; Baycrest Hospital","funders":"","keywords":"Compass; Cohort; Dementia; Medicine; Cohort study; Gerontology; Demography; Geography; Cartography; Internal medicine; Sociology; Disease","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":[0.0005701619,0.0008414873,0.0005198682,0.003413634,0.006449605,0.002146366,0.001770675,0.0011694,0.009058675],"category_scores_gemma":[0.001754586,0.0009072479,0.001155415,0.004270351,0.0008055864,0.000824433,0.001258614,0.001309613,0.001363653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01372067,"about_ca_system_score_gemma":0.01703781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988387,"about_ca_topic_score_gemma":0.9879902,"domain_scores_codex":[0.9991089,0.0000420889,0.00004381435,0.0001825586,0.0002110068,0.0004116129],"domain_scores_gemma":[0.9985096,0.00004547875,0.0002413552,0.00008427977,0.000657724,0.0004614239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951346,0.00009690731,0.9937634,0.00001829339,0.00006656113,0.0002559103,0.0005613022,0.00005232296,0.000314876,0.0001750591,0.002046784,0.002453533],"study_design_scores_gemma":[0.00002133103,0.0000395416,0.9962218,0.00002550863,0.00003920576,0.0002303268,0.001529394,0.0001281075,0.00004204588,0.00006550243,0.00163961,0.00001759479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785101,0.0008241523,0.0001233282,0.0005568938,0.00006220517,0.0000973818,0.01129522,0.00002678927,0.008503939],"genre_scores_gemma":[0.9901208,0.0004450194,0.0001684846,0.0002457954,0.0000187466,0.00003950303,0.003767896,0.00001235196,0.005181527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372067,"threshold_uncertainty_score":0.09955096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07572457813823107,"score_gpt":0.4108123996501631,"score_spread":0.3350878215119321,"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."}}