{"id":"W4380883846","doi":"10.1002/alz.062351","title":"Cognitive resilience and severe Alzheimer’s disease neuropathology: role of smoking","year":2023,"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":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Neuropathology; Dementia; Medicine; Cognition; Disease; Psychology; Cognitive decline; Senile plaques; Alzheimer's disease; Pathology; Clinical psychology; Psychiatry","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":[0.001022446,0.0002358031,0.0002626182,0.0006982703,0.0005188472,0.0008903536,0.0004709157,0.0004442902,0.002205256],"category_scores_gemma":[0.00322661,0.000194981,0.0006453358,0.0008777589,0.0004717024,0.0004512386,0.0005660486,0.0007365735,0.0001589168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691715,"about_ca_system_score_gemma":0.0005363903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008634768,"about_ca_topic_score_gemma":0.007919799,"domain_scores_codex":[0.9995885,0.000136078,0.0000379215,0.00009809176,0.00005158962,0.00008777506],"domain_scores_gemma":[0.997957,0.0006077089,0.0007255013,0.0001747466,0.0001520907,0.0003830747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040619,0.00003765067,0.997861,0.00001328805,0.0001148117,0.00006980749,0.00007391522,0.00004007636,0.000116119,0.0000838969,0.00006900507,0.001416473],"study_design_scores_gemma":[0.000001932202,0.00003929919,0.9990456,0.00001453507,0.00005191067,0.000120164,0.0001288122,0.0002555964,0.00003636866,0.0001570632,0.0001456293,0.000003121173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976889,0.0008547306,0.000117738,0.0002801831,0.00001316916,0.000006544172,0.0002896019,0.000003893753,0.0007452434],"genre_scores_gemma":[0.9995651,0.0001673509,0.00004744612,0.00002325806,0.00001365125,0.000002886789,0.00008252803,0.000001300935,0.00009639132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008634768,"threshold_uncertainty_score":0.01716906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962616809058267,"score_gpt":0.3199402655075011,"score_spread":0.2903140974169184,"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."}}