{"id":"W4406219198","doi":"10.1002/alz.093545","title":"Interaction between Education and Alzheimer’s Disease Biomarkers in Longitudinal Clinical Impairment","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Disease; Medicine; Psychology; Alzheimer's disease; Gerontology; Clinical psychology; Psychiatry; Internal medicine","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":[0.003519048,0.0004253486,0.0004443719,0.0007100827,0.0004925224,0.0008723688,0.0004755879,0.0006013958,0.001983207],"category_scores_gemma":[0.007125814,0.0002234556,0.0008650042,0.0008032374,0.000319979,0.0006350602,0.0006698642,0.0009223691,0.0003288325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282489,"about_ca_system_score_gemma":0.0005926295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004602165,"about_ca_topic_score_gemma":0.004146773,"domain_scores_codex":[0.9983139,0.0009097928,0.0001047874,0.0002882722,0.000179028,0.0002042461],"domain_scores_gemma":[0.9912971,0.003987626,0.002229279,0.0008014083,0.0006691784,0.001015318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008459664,0.000127412,0.9963782,0.00000967731,0.000210513,0.00004654626,0.00004007804,0.00007647864,0.0001857982,0.00002425046,0.00006839482,0.001986707],"study_design_scores_gemma":[0.00001007684,0.0002041292,0.9990861,0.000004215449,0.00007384073,0.0000673227,0.00002707087,0.0002860591,0.00007907928,0.00006300441,0.000096288,0.000002788695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981365,0.0005378034,0.0002008633,0.0001294463,0.00001118921,0.000005630434,0.0002756069,0.00001029386,0.0006925903],"genre_scores_gemma":[0.9993346,0.00005551752,0.00009663047,0.00003529757,0.0000111628,0.000005664839,0.0001857531,0.000002521019,0.0002728426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004602165,"threshold_uncertainty_score":0.01861072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07433191083692298,"score_gpt":0.4299493034822491,"score_spread":0.3556173926453261,"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."}}