{"id":"W2884491816","doi":"10.1111/jir.12536","title":"Who's challenging who training for staff empathy towards adults with challenging behaviour: cluster randomised controlled trial","year":2018,"lang":"en","type":"article","venue":"Journal of Intellectual Disability Research","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; School for Social Care Research; McGill University","keywords":"Empathy; Randomized controlled trial; Cluster randomised controlled trial; Medicine; Intervention (counseling); Psychology; Challenging behaviour; Intellectual disability; Physical therapy; Clinical psychology; Family medicine; Psychiatry","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":[0.007340338,0.002267504,0.006755332,0.001155675,0.001398425,0.001722021,0.002181192,0.004147474,0.01874183],"category_scores_gemma":[0.0127932,0.001094985,0.003525043,0.001412312,0.002399972,0.002159881,0.001435284,0.003420044,0.00160578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003025536,"about_ca_system_score_gemma":0.005685419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006403175,"about_ca_topic_score_gemma":0.01051568,"domain_scores_codex":[0.9936738,0.003667063,0.0005801519,0.0009178965,0.0005418735,0.0006191572],"domain_scores_gemma":[0.995373,0.001861499,0.0009667594,0.0004116346,0.0004008037,0.0009863579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9595954,0.007493833,0.000332955,0.009100544,0.002273045,0.00005073217,0.0002608679,0.0003453965,0.0005628821,0.0002744745,0.001426681,0.01828304],"study_design_scores_gemma":[0.9777444,0.0197197,0.0005787308,0.0005013518,0.0005005295,0.00001113095,0.00005670894,0.0001606189,0.00008040971,0.0001476978,0.0004850871,0.00001365081],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861289,0.02266735,0.005137201,0.003446771,0.004840256,0.2649164,0.003611933,0.001022906,0.008228302],"genre_scores_gemma":[0.721727,0.005848608,0.01079498,0.002372887,0.001151973,0.2508173,0.0006898746,0.00005497629,0.006542511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874183,"threshold_uncertainty_score":0.06269765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321843938909845,"score_gpt":0.4117534884899853,"score_spread":0.2795690945990008,"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."}}