{"id":"W4302773605","doi":"10.1016/j.rcl.2022.08.001","title":"Elder Abuse","year":2022,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Elder abuse; Medicine; Harm; Accidental; Poison control; Psychiatry; Injury prevention; Medical emergency","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006250317,0.000326735,0.002089237,0.000172357,0.0003776313,0.00001293876,0.001223532,0.0002694319,0.002487701],"category_scores_gemma":[0.0007938616,0.0002736438,0.001040676,0.001051844,0.0006824074,0.00005462896,0.0001164736,0.0007799365,0.0001138457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041788,"about_ca_system_score_gemma":0.000846143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004373086,"about_ca_topic_score_gemma":0.0003365619,"domain_scores_codex":[0.9963785,0.001238689,0.0009916496,0.0005271948,0.0003700956,0.0004938838],"domain_scores_gemma":[0.9954671,0.002585042,0.00115312,0.0005883048,0.0000456294,0.0001608252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004041944,0.0000845305,0.0001778332,0.0004049542,0.0001321552,0.00002213609,0.001352804,9.385948e-7,4.542156e-10,0.00003532954,0.002659848,0.9951254],"study_design_scores_gemma":[0.00005681006,0.0002549793,0.000013768,0.0005058419,0.0003722391,0.000003512611,0.0001569893,2.67916e-7,2.51326e-9,0.00009527025,0.9982421,0.0002982128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000567822,0.9887257,0.00001373054,0.00001469053,0.0006317493,0.0005668154,0.0000670651,0.00009984714,0.009823686],"genre_scores_gemma":[0.00001012402,0.9983205,0.0002954288,0.000241357,0.0003300239,0.0001078409,0.0001389031,0.000032527,0.0005232731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955823,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259609838386644,"score_gpt":0.4144236831740563,"score_spread":0.2884626993353919,"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."}}