{"id":"W2589025705","doi":"10.1093/geront/gnw257","title":"When Helping Hurts: Nonabusing Family, Friends, and Neighbors in the Lives of Elder Mistreatment Victims","year":2017,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Aging","keywords":"Elder abuse; Psychology; Criminology; Social psychology; Sociology; Medicine; Medical emergency; Human factors and ergonomics; Poison control","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":[0.0009899819,0.0001807547,0.0002990533,0.0007283669,0.0014405,0.001014233,0.0003849963,0.0006499939,0.001456347],"category_scores_gemma":[0.006434132,0.0003261748,0.0002627118,0.0006321405,0.0007984176,0.001728672,0.001607167,0.0009124002,0.0001382728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481559,"about_ca_system_score_gemma":0.0005353627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007962108,"about_ca_topic_score_gemma":0.01676338,"domain_scores_codex":[0.9992841,0.0003641506,0.00007445577,0.00005074954,0.0001185574,0.0001080977],"domain_scores_gemma":[0.997452,0.0004516192,0.001366633,0.0000656414,0.0002179774,0.0004462623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007213029,0.00008390632,0.9188026,0.0001310089,0.00005143801,0.001091594,0.06495891,0.00003451432,0.0002373715,0.0001111041,0.001302377,0.01312299],"study_design_scores_gemma":[0.000005510061,0.0001996084,0.8086644,0.0002996454,0.00005752462,0.00264919,0.1853592,0.0001063825,0.00009531102,0.0001197792,0.002423165,0.0000202732],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974666,0.001055082,0.00003454962,0.0007771396,0.00002065564,0.000008590636,0.00004251479,0.000001709316,0.0005932066],"genre_scores_gemma":[0.998544,0.0009399238,0.00005836114,0.0002616428,0.0000206706,0.000009550182,0.00003455581,0.000001043151,0.0001301783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007962108,"threshold_uncertainty_score":0.01583153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06200787462398147,"score_gpt":0.3396328832984307,"score_spread":0.2776250086744492,"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."}}