{"id":"W2322978219","doi":"10.1503/cmaj.141329","title":"Elder abuse: an approach to identification, assessment and intervention","year":2015,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Elder abuse; Intervention (counseling); Identification (biology); Medicine; Injury prevention; Poison control; Medical emergency; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007891867,0.0001857074,0.000597499,0.0004065654,0.0006363779,0.0004650888,0.0005003055,0.0007943051,0.0007121292],"category_scores_gemma":[0.0007799371,0.0001726514,0.0001795669,0.0005165147,0.00005335888,0.0003050336,0.00001707734,0.001055616,0.00009859318],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002841908,"about_ca_system_score_gemma":0.008510617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008512012,"about_ca_topic_score_gemma":0.09184341,"domain_scores_codex":[0.9952755,0.001553045,0.0007371131,0.0002921668,0.001647247,0.0004949069],"domain_scores_gemma":[0.9953778,0.00009893501,0.000481674,0.0001423734,0.0005926391,0.003306628],"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":[3.151485e-7,0.00004180636,0.00010113,0.0001165028,0.00008949276,0.00001370922,0.00375957,4.706696e-8,3.790833e-9,0.0005841203,0.03709953,0.9581938],"study_design_scores_gemma":[0.0001233019,0.00002547152,0.0001378514,0.001528928,0.0001567554,0.00004244253,0.00126082,0.000003124097,6.533245e-9,0.0002125221,0.9963199,0.0001888434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005857396,0.9839512,0.000548242,0.001134032,0.001280914,0.0005469044,0.00002584753,0.00003304327,0.01242132],"genre_scores_gemma":[0.00006891137,0.9958191,0.0002139484,0.0007064082,0.001902869,0.00004663875,0.00005218863,0.00002544076,0.001164496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9592204,"threshold_uncertainty_score":0.9980904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364527802575731,"score_gpt":0.4067915158193686,"score_spread":0.3531462377936113,"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."}}