{"id":"W2784072024","doi":"10.1111/bld.12216","title":"Findings from an online survey of family carer experience of the management of challenging behaviour in people with intellectual disabilities, with a focus on the use of psychotropic medication","year":2018,"lang":"en","type":"article","venue":"British Journal of Learning Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of the United Kingdom; McGill University","keywords":"Challenging behaviour; Feeling; Active listening; Intellectual disability; Psychology; Descriptive statistics; Psychiatry; Medicine; Social psychology; Psychotherapist","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":[0.001122712,0.0001603237,0.0004987316,0.000106348,0.00009025724,0.00002299047,0.0005712397,0.00008228423,0.0005051367],"category_scores_gemma":[0.001509542,0.0001074462,0.0001013524,0.0004482446,0.00238381,0.000201279,0.00008124977,0.0005142867,6.670953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007581477,"about_ca_system_score_gemma":0.0001073878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03096385,"about_ca_topic_score_gemma":0.01684934,"domain_scores_codex":[0.996664,0.001038738,0.0009336737,0.0002774981,0.0008183478,0.0002677599],"domain_scores_gemma":[0.9955523,0.002890046,0.0004808858,0.0005187102,0.0004938854,0.00006416831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001202531,0.001102213,0.9044474,0.0001036155,0.0001202178,0.000002767285,0.08987992,0.0001592501,0.00007102268,0.0001872522,0.0000567264,0.002667051],"study_design_scores_gemma":[0.0005828089,0.001499639,0.7004871,0.0008901921,0.00002810784,0.000017642,0.2961577,0.0000318942,0.0001551321,0.00006409514,0.00001089571,0.00007473966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988168,0.0002445563,0.0001123449,0.0001402966,0.0001059973,0.0003197443,0.0001102454,0.00000513401,0.0001448123],"genre_scores_gemma":[0.9995632,0.00008290067,0.0001597434,0.00001281761,0.00002626732,0.00001856797,0.00001437442,0.00002182099,0.0001003546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2062778,"threshold_uncertainty_score":0.975489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208458198398682,"score_gpt":0.3481717580346742,"score_spread":0.227325938194806,"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."}}