{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009821357,0.00005799188,0.00006986636,0.0003593888,0.0007777972,0.00005790889,0.0001473133,0.00002116287,0.0004482726],"category_scores_gemma":[0.0003917351,0.00006183701,0.000009666133,0.001760099,0.00003694432,0.000171705,0.0001217286,0.0001975356,0.000004573137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275034,"about_ca_system_score_gemma":0.00007796151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446997,"about_ca_topic_score_gemma":0.001121044,"domain_scores_codex":[0.9987654,0.0002420351,0.0002304159,0.0001929106,0.0003877755,0.0001814402],"domain_scores_gemma":[0.9995592,0.0001387084,0.0001209167,0.00009748544,0.00005342182,0.00003031287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005343033,0.000007861068,0.9408264,0.000007327534,0.000003095974,0.000004981845,0.05200977,0.00009920436,0.000303241,0.001477568,0.001457218,0.003798031],"study_design_scores_gemma":[0.0004798562,0.00007482699,0.920891,0.0006734313,0.00001324247,0.000001771514,0.02840852,0.00006200316,0.002377533,0.008280759,0.03835668,0.0003803621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967492,0.0004802277,0.00006652389,0.001241082,0.0002515672,0.0001747736,0.000003243357,0.00004451414,0.0009889071],"genre_scores_gemma":[0.9979472,0.000702834,0.00005790481,0.0002416064,0.00006630774,0.00003355189,0.00000209674,0.000005977984,0.000942477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03689947,"threshold_uncertainty_score":0.6722559,"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."}}