{"id":"W4312103183","doi":"10.1093/geroni/igac059.2070","title":"WHO NEEDS THEIR NEIGHBORS? EXPLORING NEIGHBORHOOD DISPARITIES IN COGNITIVE FUNCTION THROUGH PATH ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Verbal fluency test; Cognition; Fluency; Developmental psychology; Neuropsychology; Psychiatry","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":[0.001599464,0.0003902663,0.0004383597,0.001228414,0.0007954543,0.001043554,0.0005077685,0.0004311668,0.003688103],"category_scores_gemma":[0.006737416,0.0002312812,0.001015213,0.002148769,0.0004186524,0.0009457402,0.001279966,0.000961396,0.000132516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006594298,"about_ca_system_score_gemma":0.001504596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0406724,"about_ca_topic_score_gemma":0.03423955,"domain_scores_codex":[0.9989471,0.0005379528,0.00004822095,0.000206525,0.00007653496,0.0001836505],"domain_scores_gemma":[0.9976452,0.001281559,0.000452519,0.0001517714,0.0001924728,0.0002765457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000819667,0.00008410164,0.9892034,0.00003041388,0.0003143393,0.0001167765,0.000761516,0.000489743,0.0001115571,0.0008652881,0.0004100794,0.007530731],"study_design_scores_gemma":[0.00002566919,0.0002171405,0.9754499,0.0001120668,0.0003922356,0.0002369625,0.006171568,0.01091763,0.0001496177,0.004660201,0.001636857,0.00002998601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969944,0.0002226848,0.001198253,0.0004569648,0.00001421461,0.00002112239,0.0005103919,0.000008803869,0.0005732364],"genre_scores_gemma":[0.9987199,0.00009216541,0.0008351387,0.00003161127,0.000004681961,0.00002010557,0.0001818836,0.000002448391,0.000112154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0406724,"threshold_uncertainty_score":0.08087128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05411874284985563,"score_gpt":0.2709316795655928,"score_spread":0.2168129367157372,"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."}}