{"id":"W4312104392","doi":"10.1093/geroni/igac059.1182","title":"RESIDENT-TO-RESIDENT AGGRESSION: PREVALENCE AND RISK FACTORS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aggression; Dementia; Verbal abuse; Psychology; Psychiatry; Clinical psychology; Medicine; Injury prevention; Poison control; Medical emergency; Disease","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":[0.0004756874,0.0002091352,0.0002313963,0.0005739051,0.0004888253,0.0005491179,0.0003395095,0.0002490636,0.001272891],"category_scores_gemma":[0.001230216,0.000222751,0.0002426036,0.0005863883,0.0002098183,0.0003163744,0.0004241756,0.0003316616,0.0001784938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733654,"about_ca_system_score_gemma":0.0004180392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02512029,"about_ca_topic_score_gemma":0.02689734,"domain_scores_codex":[0.9995794,0.0001270486,0.00006461429,0.00004643503,0.00009336341,0.000089186],"domain_scores_gemma":[0.9988782,0.0001113682,0.0005758901,0.00003756976,0.0001889361,0.0002080864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007271722,0.00001279552,0.9992525,0.000005240163,0.00001131372,0.00004489432,0.0001129975,0.000006329692,0.00003335575,0.000002536192,0.00002976724,0.000480958],"study_design_scores_gemma":[5.268159e-7,0.00002914255,0.9990208,0.00000677596,0.000003789582,0.0001537627,0.0006865088,0.0000425803,0.00001193493,0.000002485904,0.0000401731,0.000001659282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996057,0.0001277559,0.00002112849,0.00001682423,0.000002184557,0.000003395229,0.00006843874,0.000001411385,0.0001530858],"genre_scores_gemma":[0.9997306,0.00008422107,0.00003530256,0.000007924444,0.000003033152,0.00000346595,0.00006252813,4.163361e-7,0.00007247927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02512029,"threshold_uncertainty_score":0.04994816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056702775926556,"score_gpt":0.3318644500093383,"score_spread":0.3012974222500727,"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."}}