{"id":"W7097589726","doi":"","title":"doi:10.1155/2011/861484 Review Article Evidence-Based Approaches to Remedy and Also to Prevent Abuse","year":2013,"lang":"en","type":"article","venue":"","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elder abuse; Legislation; Attribution; Value (mathematics); Empirical research; Health care; Review article; Vulnerable adult","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":[0.002302008,0.001255151,0.003797126,0.004582755,0.0003849178,0.003096386,0.002076313,0.003253592,0.2377144],"category_scores_gemma":[0.006998594,0.0007010832,0.001035499,0.006762794,0.0006537398,0.00345031,0.001690254,0.003166985,0.1112473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686348,"about_ca_system_score_gemma":0.00302462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003695352,"about_ca_topic_score_gemma":0.004425995,"domain_scores_codex":[0.9987677,0.0003272604,0.0002436036,0.0001332034,0.000428293,0.0001000091],"domain_scores_gemma":[0.9961846,0.002025505,0.000606504,0.0001127068,0.0007151614,0.0003554921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001755723,0.00007423559,0.0001488773,0.03306618,0.0002243759,0.0001459678,0.00003375435,0.0001526086,0.0002019386,0.002020954,0.2072644,0.7564911],"study_design_scores_gemma":[0.00006518013,0.00005475104,0.0008254087,0.02846018,0.000252801,0.000354949,0.00003594594,0.00003775176,0.00008262849,0.0008584035,0.9689537,0.00001837063],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001181819,0.9653957,0.0001632608,0.00410813,0.003011549,0.00005227773,0.0005776996,0.00003653432,0.0265367],"genre_scores_gemma":[0.0008283511,0.9822043,0.0003402253,0.001787314,0.002634903,0.00005605607,0.0006255991,0.00002028579,0.01150295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2377144,"threshold_uncertainty_score":0.7952338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1890861760202103,"score_gpt":0.3286753956199912,"score_spread":0.1395892195997809,"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."}}