{"id":"W4282978303","doi":"10.1093/geront/gnac083","title":"RISE: A Conceptual Model of Integrated and Restorative Elder Abuse Intervention","year":2022,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Administration for Community Living; U.S. Department of Health and Human Services","keywords":"Intervention (counseling); Goal Attainment Scaling; Restorative justice; Dyad; Motivational interviewing; Perspective (graphical); Psychology; Modalities; Conceptual model; Economic Justice; Conceptual framework; Applied psychology; Criminology; Social psychology; Psychiatry; Political science; Sociology; Computer science","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":[0.0005443962,0.00005910148,0.0001120726,0.00002549615,0.0004893842,0.00001166524,0.000220154,0.00003178743,0.0002703791],"category_scores_gemma":[0.00007062087,0.00004306774,0.00004261726,0.0001332444,0.0009900538,0.00007766667,0.00005956258,0.0001591859,0.000001695133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006571047,"about_ca_system_score_gemma":0.00006915913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007357541,"about_ca_topic_score_gemma":0.01144813,"domain_scores_codex":[0.9989144,0.0005378057,0.0001396961,0.0001166805,0.0001553091,0.0001361457],"domain_scores_gemma":[0.9996196,0.00008681568,0.000102434,0.0001190675,0.00004577402,0.00002627604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005547969,0.0003168934,0.003750527,0.00001084504,0.0001154588,0.000007789045,0.8767757,0.0004696703,0.001223272,0.08999425,0.009288731,0.01749203],"study_design_scores_gemma":[0.003024451,0.001856302,0.002528005,0.0001408574,0.0002264146,0.0000104962,0.8926835,0.008463851,0.00246546,0.04420802,0.04366051,0.0007321275],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892405,0.002294571,0.001301138,0.000506224,0.00009959239,0.0002118869,0.00002058886,0.00004128068,0.006284232],"genre_scores_gemma":[0.9980226,0.0002412889,0.00009968793,0.0000740732,0.00001449622,0.00003945005,0.000003219374,0.000003748876,0.001501502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04578624,"threshold_uncertainty_score":0.9992526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870055583815826,"score_gpt":0.3328766704704801,"score_spread":0.2641761146323219,"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."}}