{"id":"W4236938432","doi":"10.1093/geront/gnv284.05","title":"TYPOLOGIES OF ELDER ABUSE IN BRAZIL","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Elder abuse; Psychology; Gerontology; Medicine; Medical emergency; Suicide prevention; Poison control","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":[0.000655778,0.000053594,0.0001216644,0.00002910849,0.00007821961,0.000009917343,0.0003533334,0.00007191978,0.00006573241],"category_scores_gemma":[0.0002966681,0.00003492542,0.00002872418,0.0001660496,0.000707756,0.00007582363,0.00002686362,0.00008614157,0.00003579316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737088,"about_ca_system_score_gemma":0.00009915357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01909516,"about_ca_topic_score_gemma":0.1011824,"domain_scores_codex":[0.9992025,0.0002263086,0.0001291675,0.00009127903,0.0001391133,0.0002116402],"domain_scores_gemma":[0.9995302,0.0001511445,0.00005445405,0.0001863262,0.00004148419,0.00003641615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003683222,0.0003552535,0.2356823,0.00001716736,0.00005967587,0.00004568337,0.583753,0.00003962696,0.00029501,0.0936761,0.05289243,0.03281534],"study_design_scores_gemma":[0.004481647,0.001155968,0.2258173,0.0003037013,0.000117155,0.00001599562,0.3157167,0.00003951581,0.008610363,0.2208057,0.2216601,0.001275871],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8470606,0.00243895,0.0000380991,0.001903069,0.0002089364,0.0001271594,8.470989e-7,0.00005415775,0.1481682],"genre_scores_gemma":[0.9981478,0.0005877991,0.0001168953,0.0001717513,0.00004438313,0.000007228674,3.480469e-7,0.000003040563,0.000920762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680364,"threshold_uncertainty_score":0.9874368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155432014062946,"score_gpt":0.3950208855176894,"score_spread":0.2794776841113947,"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."}}