{"id":"W2983088969","doi":"10.1093/geroni/igz038.1025","title":"NEIGHBORHOOD CONDITIONS AND SELF-NEGLECT IN LATER LIFE: LONGITUDINAL EVIDENCE FROM THE NSHAP","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wellesley Institute; University of Toronto","funders":"","keywords":"Neglect; Psychology; Crowding; Context (archaeology); Perception; Disadvantage; Developmental psychology; Gerontology; Psychiatry; Medicine; Geography; Cognitive psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005108856,0.00006239532,0.00008667413,0.0001471534,0.0001561289,0.00009966451,0.0001268541,0.00004970171,0.0002116475],"category_scores_gemma":[0.0002870627,0.00005276617,0.00000999686,0.001351016,0.00004913228,0.0004477916,0.00003148158,0.0001796776,0.00003809432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005844508,"about_ca_system_score_gemma":0.0001086096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213788,"about_ca_topic_score_gemma":0.003900508,"domain_scores_codex":[0.9991182,0.000128022,0.000227893,0.0001785214,0.0001731189,0.0001742062],"domain_scores_gemma":[0.9991788,0.0005623812,0.00006737461,0.0001078961,0.00006692784,0.0000166193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002836051,0.00001488046,0.9800096,0.000003259619,0.000005578453,0.000001982562,0.01528757,0.00001278651,0.0007043402,0.003272195,0.0003195349,0.0003654937],"study_design_scores_gemma":[0.0002983147,0.00001255743,0.988862,0.0004069046,0.000004752885,5.694329e-7,0.001375941,0.0002584409,0.0002003332,0.007439702,0.001032451,0.0001080288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895549,0.0003930957,0.0000520614,0.007874311,0.0001532593,0.0001935289,0.000001844735,0.00003655901,0.001740432],"genre_scores_gemma":[0.9983501,0.0002176807,0.00006236212,0.001180251,0.0001123288,0.00001571286,0.000004713605,0.000005043014,0.00005176103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391163,"threshold_uncertainty_score":0.3231849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377925447036452,"score_gpt":0.3273286760927215,"score_spread":0.2895361313890764,"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."}}