{"id":"W3127080892","doi":"10.1038/s43587-021-00032-8","title":"Investigating the connection between ageism and elder mistreatment","year":2021,"lang":"en","type":"review","venue":"Nature Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute on Aging; U.S. Department of Health and Human Services","keywords":"Connection (principal bundle); Elder abuse; Psychology; Medicine; Engineering; Medical emergency; Human factors and ergonomics; Poison control; Structural engineering","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":[0.0004100995,0.0001822921,0.0004884485,0.0000463733,0.0007431559,0.0001340218,0.0001627826,0.0004842758,0.00002788628],"category_scores_gemma":[0.0002295129,0.0001202431,0.0001535546,0.0003618868,0.0001153452,0.00006236209,0.00005521603,0.0009752372,0.000004364956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008794054,"about_ca_system_score_gemma":0.0002470961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004689358,"about_ca_topic_score_gemma":0.0003950148,"domain_scores_codex":[0.9986467,0.0004463156,0.0001829653,0.000289234,0.0002113067,0.000223469],"domain_scores_gemma":[0.9989654,0.0006128032,0.0001472931,0.0001626112,0.00003896759,0.00007289605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.503003e-8,0.000002867577,0.0001029648,0.0004031357,0.0001074817,0.000007693408,0.003381361,1.462447e-8,9.097025e-8,0.0006452705,0.0006432087,0.9947059],"study_design_scores_gemma":[0.00003359149,0.000004775158,0.00001579886,0.009512839,0.0004990948,0.000004769854,0.0005168807,1.258981e-7,0.0000033817,0.0003402584,0.9889315,0.000136977],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007820931,0.994082,0.000004273117,0.0004614969,0.0002325766,0.0002830245,0.000003448229,0.00004744821,0.004807517],"genre_scores_gemma":[0.0005881369,0.9977202,0.00008617911,0.0002131217,0.0008790312,0.00002351906,0.00003000523,0.00001747365,0.0004423702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9945689,"threshold_uncertainty_score":0.5715829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05758782163489636,"score_gpt":0.3998179491789883,"score_spread":0.3422301275440919,"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."}}