{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002578515,0.0003909587,0.0004212965,0.0004229256,0.004921278,0.002226498,0.0008298968,0.003401151,0.004677132],"category_scores_gemma":[0.006651281,0.0001837821,0.0004282028,0.0002863942,0.003715662,0.003007514,0.00176721,0.005975377,0.0006529229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002106258,"about_ca_system_score_gemma":0.003087237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01754076,"about_ca_topic_score_gemma":0.03276834,"domain_scores_codex":[0.9978515,0.001448266,0.00007936437,0.0001025479,0.000152685,0.0003656856],"domain_scores_gemma":[0.9968095,0.0008631748,0.0002991086,0.00004718762,0.0004517653,0.001529168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002289086,0.0005423375,0.06964114,0.001279319,0.0001983173,0.03558345,0.3843841,0.0003514357,0.001744935,0.01641286,0.3468738,0.1427593],"study_design_scores_gemma":[0.00006363604,0.0005428448,0.02388244,0.003919269,0.0001323888,0.03101446,0.6318312,0.0002843319,0.0004094765,0.007725614,0.3000777,0.0001165356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1798798,0.05782341,0.001224384,0.7040758,0.005066795,0.00004435741,0.0001576747,0.00004368345,0.05168414],"genre_scores_gemma":[0.8370769,0.03584155,0.0009702901,0.1167748,0.002030805,0.0000315409,0.00006032953,0.00001831725,0.007195523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01754076,"threshold_uncertainty_score":0.0348773,"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."}}