{"id":"W2591085665","doi":"10.1007/978-3-319-47504-2_6","title":"The Consequences of Elder Abuse","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Elder abuse; Life expectancy; Coping (psychology); Psychology; Psychological resilience; Physical health; Mental health; Gerontology; Population; Expectancy theory; Developmental psychology; Medicine; Suicide prevention; Poison control; Clinical psychology; Psychiatry; Social psychology; Medical emergency; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003113083,0.0001112281,0.0001770405,0.00002749871,0.000882182,0.00006664105,0.0006288352,0.0002165709,0.001626991],"category_scores_gemma":[0.00005701731,0.00006866177,0.0001239755,0.000005853577,0.002024266,0.00006406832,0.00002454803,0.0001485243,0.0001315675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001470237,"about_ca_system_score_gemma":0.0003020785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002256333,"about_ca_topic_score_gemma":0.0256207,"domain_scores_codex":[0.9991958,0.00002727209,0.0001693521,0.0001428823,0.0002925622,0.000172177],"domain_scores_gemma":[0.9989668,0.0002570493,0.0002307482,0.0003812306,0.0001125648,0.00005168025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005598551,0.000002917958,0.00002356261,0.000004241821,0.0000580753,0.000005633092,0.004912272,9.3086e-9,0.00001616608,0.9716581,0.0111625,0.01215097],"study_design_scores_gemma":[0.00003470894,0.00001984247,0.000004961689,0.0001380074,0.0000254127,4.578609e-7,0.0001950075,2.717216e-8,0.0002385928,0.1451408,0.8541027,0.00009947011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004845784,0.00264611,0.000003520661,0.0005840419,0.0002964069,0.0001488559,0.000003192701,0.00002891382,0.9962405],"genre_scores_gemma":[0.007976539,0.03858069,0.000028255,0.00009276336,0.0001749777,0.000002953346,7.096679e-7,0.00001065948,0.9531325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8429403,"threshold_uncertainty_score":0.9992856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715142666348648,"score_gpt":0.3205552319343592,"score_spread":0.2734038052708727,"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."}}