{"id":"W4399354051","doi":"10.1136/bmjoq-2023-002639","title":"Abuse in Canadian long-term care homes: a mixed methods study","year":2024,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Legislation; Elder abuse; Verbal abuse; Descriptive statistics; Physical abuse; Government (linguistics); Newspaper; Sexual abuse; Long-term care; Medicine; Family medicine; Psychiatry; Environmental health; Psychology; Poison control; Suicide prevention; Business; Advertising; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01118416,0.0005692008,0.001233463,0.006597668,0.009374948,0.003942535,0.002498679,0.0007943329,0.002191458],"category_scores_gemma":[0.01958509,0.0008193167,0.0009189082,0.01252744,0.002192112,0.001378737,0.002633947,0.0007919246,0.0001640531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06863665,"about_ca_system_score_gemma":0.07356416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97051,"about_ca_topic_score_gemma":0.9824315,"domain_scores_codex":[0.9905421,0.002263615,0.0008494743,0.0006442958,0.00427652,0.00142388],"domain_scores_gemma":[0.9851323,0.003350091,0.00320044,0.0003862377,0.00692094,0.001010094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002418568,0.0003265085,0.6528338,0.003357016,0.0002153787,0.001335633,0.2978767,0.00009568973,0.000567705,0.0008489571,0.002345302,0.03995551],"study_design_scores_gemma":[0.00004113599,0.0003632807,0.6350462,0.002668281,0.0001951046,0.0005592111,0.3495599,0.0003823723,0.0002786496,0.000165661,0.01064315,0.00009702791],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869481,0.004813621,0.0006742391,0.0008579893,0.0000326445,0.001419399,0.001918322,0.00001311189,0.003322537],"genre_scores_gemma":[0.9861708,0.00677948,0.002373681,0.0007843434,0.00002767012,0.001399328,0.0009262356,0.00001298808,0.001525553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06863665,"threshold_uncertainty_score":0.4979961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557101228158115,"score_gpt":0.5721560360049255,"score_spread":0.4164459131891141,"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."}}