{"id":"W4379404155","doi":"10.1007/978-3-031-33317-0","title":"Elder Abuse in the LGBTQ2SA+ Community","year":2023,"lang":"en","type":"book","venue":"International perspectives on aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Elder abuse; Psychology; Gerontology; Sociology; Criminology; 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":[0.001052143,0.0001726925,0.0001594606,0.0003677078,0.000484651,0.0001454231,0.001231849,0.00014681,0.0003265413],"category_scores_gemma":[0.0002448662,0.0001471424,0.0001405428,0.0001881449,0.000259043,0.0001375447,0.00006029323,0.001343994,0.0003654046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007329091,"about_ca_system_score_gemma":0.0002187474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003500646,"about_ca_topic_score_gemma":0.01675057,"domain_scores_codex":[0.998104,0.0005246553,0.0001849925,0.0002486357,0.0007002105,0.00023746],"domain_scores_gemma":[0.9983199,0.001120355,0.0001078135,0.0002848169,0.0001320266,0.00003512696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001982985,0.0001625982,0.0001839039,0.000006678376,0.0001208735,0.00006744992,0.8184011,0.00001069761,0.000002397266,0.1337181,0.04545968,0.001846659],"study_design_scores_gemma":[0.0005676297,0.00009817297,0.004291082,0.001842115,0.00003990818,0.000004892096,0.3719319,0.00001831675,0.000008616457,0.1417661,0.478791,0.000640298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004278594,0.0003405604,0.00001101601,0.003379924,0.0006591352,0.000231817,0.00001557475,0.0001217818,0.9909616],"genre_scores_gemma":[0.1762196,0.003927519,0.00002156185,0.001444869,0.001505535,0.00004788212,0.00004150151,0.0000545728,0.816737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4464692,"threshold_uncertainty_score":0.9347209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05925372486305138,"score_gpt":0.3764604960493075,"score_spread":0.3172067711862562,"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."}}