{"id":"W2145728768","doi":"10.1017/s104161020800834x","title":"What would help me stop abusing? The family carer's perspective","year":2009,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Respite care; Psychological intervention; Dementia; Medicine; Psychiatry; Perspective (graphical); Nursing; Psychology; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017911,0.0001284706,0.0001104118,0.0001348016,0.0004407125,0.0005159749,0.0007017553,0.000174185,0.0001744352],"category_scores_gemma":[0.0001604706,0.0001030896,0.000133462,0.0005167635,0.0001117158,0.000632234,0.00002358789,0.0003436792,0.0001104789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975405,"about_ca_system_score_gemma":0.0001470616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009512657,"about_ca_topic_score_gemma":0.0003911946,"domain_scores_codex":[0.998344,0.0001068911,0.0001948299,0.0003054159,0.0007723437,0.0002765017],"domain_scores_gemma":[0.9990025,0.000132384,0.0001078937,0.0002066131,0.0004685922,0.0000820773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003422734,0.0007831485,0.004099934,0.000004770791,0.0004050988,0.00006772437,0.2640266,0.0001720924,0.004011184,0.3894601,0.2130486,0.1235785],"study_design_scores_gemma":[0.0009140277,0.0001632199,0.01886198,0.0001106292,0.00006077974,0.000009149147,0.1099926,0.00007474782,0.0001884932,0.08999181,0.7790916,0.0005409448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4248314,0.01568566,0.00116173,0.2166449,0.02286288,0.0007802431,0.00002624674,0.0003375861,0.3176694],"genre_scores_gemma":[0.9762775,0.01024118,0.0001509148,0.007828848,0.002697151,0.000009781573,0.000005943846,0.00001312498,0.002775602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.566043,"threshold_uncertainty_score":0.4975559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359494091022114,"score_gpt":0.3554728393236348,"score_spread":0.3318778984134136,"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."}}