{"id":"W4406219241","doi":"10.1002/alz.089352","title":"Neighborhood Deprivation, Subjective and Objective Cognitive Impairment","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Psychology; Cognitive psychology; Developmental psychology; Psychiatry","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":[0.0004963131,0.0001713673,0.0002188724,0.0006032872,0.0003018412,0.0005814321,0.0002664675,0.0001524706,0.002898613],"category_scores_gemma":[0.002595084,0.00008407898,0.0003021942,0.0006101327,0.0002736327,0.0002895774,0.0006613639,0.0002516305,0.0001371273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980889,"about_ca_system_score_gemma":0.0003250489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204042,"about_ca_topic_score_gemma":0.01766056,"domain_scores_codex":[0.9995709,0.000131389,0.00005551179,0.00006564416,0.00009487764,0.00008166627],"domain_scores_gemma":[0.9984017,0.000324348,0.0007168412,0.00008757332,0.0001781654,0.0002913412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006503375,0.00002904184,0.9980324,0.00002295113,0.00008147938,0.00003346593,0.00004565992,0.0000868678,0.0000342709,0.00004745667,0.0001224097,0.001398884],"study_design_scores_gemma":[0.000002095195,0.00003614803,0.9992612,0.00001178917,0.00001826469,0.00005299954,0.0001417334,0.0002014094,0.00002677388,0.0000673792,0.0001779097,0.000002206537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997018,0.0005032162,0.000135661,0.00008874157,0.000008257353,0.000007825178,0.0007759778,0.000003298659,0.001459195],"genre_scores_gemma":[0.9995425,0.00007105161,0.00004417215,0.00001029302,0.000007071736,0.000004766867,0.0001845735,5.995197e-7,0.0001349553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204042,"threshold_uncertainty_score":0.02394062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475616268255422,"score_gpt":0.2575337701688376,"score_spread":0.2427776074862834,"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."}}