{"id":"W3084467614","doi":"10.1097/jfn.0000000000000301","title":"Elder Abuse Detection and Intervention: Challenges for Professionals and Strategies for Engagement From a Canadian Specialist Service","year":2020,"lang":"en","type":"article","venue":"Journal of Forensic Nursing","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Forensic nursing; Context (archaeology); Service provider; Health care; Nursing; Elder abuse; Medicine; Healthcare service; Relevance (law); Service (business); Psychology; Suicide prevention; Poison control; Medical emergency; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01378597,0.00091936,0.001021823,0.002068668,0.04343754,0.009498301,0.004595024,0.005828859,0.005700786],"category_scores_gemma":[0.03287717,0.0006841958,0.0008442767,0.00184772,0.007499808,0.004681631,0.01739116,0.01011873,0.0009256551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04462795,"about_ca_system_score_gemma":0.2075092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7640864,"about_ca_topic_score_gemma":0.9077958,"domain_scores_codex":[0.982838,0.005889005,0.0008912911,0.0007553026,0.003848224,0.005778158],"domain_scores_gemma":[0.9709308,0.003940767,0.001573545,0.0004779835,0.008018991,0.01505797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009583394,0.0008361866,0.08001453,0.002053218,0.00007577481,0.0312127,0.4326753,0.000587203,0.001639999,0.01195876,0.1076052,0.3312452],"study_design_scores_gemma":[0.0000262968,0.0002469024,0.03289487,0.005204903,0.00005066647,0.0101935,0.8301266,0.0007492452,0.0002644431,0.006591689,0.1134757,0.0001751612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2304583,0.02961796,0.007045013,0.6473811,0.002637669,0.001430666,0.000150173,0.0003135944,0.08096558],"genre_scores_gemma":[0.8422595,0.04682,0.0247213,0.06542142,0.0008773893,0.0008112352,0.0002569403,0.0001312444,0.018701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2359136,"threshold_uncertainty_score":0.4746059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0745356768082171,"score_gpt":0.3523679297934926,"score_spread":0.2778322529852755,"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."}}