{"id":"W4212995974","doi":"10.1177/09697330211015275","title":"Acknowledging caregivers’ vulnerability in the managment of challenging behaviours to reduce control measures in psychiatry","year":2022,"lang":"en","type":"article","venue":"Nursing Ethics","topic":"Family and Disability Support Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"","keywords":"Autism spectrum disorder; Intellectual disability; Psychology; Vulnerability (computing); Challenging behaviour; Psychiatry; Autism; Distress; Informed consent; Clinical psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01190289,0.0003866384,0.0003579934,0.000653732,0.008138597,0.003544839,0.001236463,0.001112767,0.00166692],"category_scores_gemma":[0.02841465,0.0003661978,0.0004237298,0.000394372,0.008196438,0.002803987,0.00665015,0.003097324,0.0001613768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005003892,"about_ca_system_score_gemma":0.01190533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008492082,"about_ca_topic_score_gemma":0.01882851,"domain_scores_codex":[0.9902345,0.00765642,0.0002302337,0.0001995481,0.0006689136,0.001010393],"domain_scores_gemma":[0.9830336,0.01013085,0.002466504,0.0006435995,0.001322847,0.002402658],"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":[0.00006769882,0.0001043142,0.0271768,0.0003714292,0.0000290892,0.003645598,0.9372879,0.0001265457,0.0006043352,0.003461906,0.002551683,0.02457266],"study_design_scores_gemma":[0.00001117788,0.0001141601,0.01285381,0.00051749,0.00002375774,0.002246388,0.9654434,0.0001715718,0.0003712,0.003537613,0.01467594,0.00003349797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9746295,0.00255415,0.002317984,0.01237395,0.0002048331,0.00006901428,0.00001822739,0.00001594687,0.00781634],"genre_scores_gemma":[0.9973768,0.0009272135,0.0005114824,0.0006986594,0.00002989714,0.0000377535,0.000006690513,0.000004129511,0.0004075052],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01190289,"threshold_uncertainty_score":0.06294924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1868059065983496,"score_gpt":0.4595484421320519,"score_spread":0.2727425355337023,"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."}}