{"id":"W2159284134","doi":"10.1017/s1041610214001963","title":"Agitation in cognitive disorders: International Psychogeriatric Association provisional consensus clinical and research definition","year":2014,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":353,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Douglas Mental Health University Institute","funders":"National Institute on Aging; H. Lundbeck A/S; Servier; Eisai; Medpace; Sanofi; Teva Pharmaceutical Industries; Novartis; Biogen; GlaxoSmithKline; National Institute of Mental Health; Harry and Jeanette Weinberg Foundation; Pfizer; AstraZeneca; Eli Lilly and Company; F. Hoffmann-La Roche; Genentech; Jewish Silicon Valley","keywords":"Distress; Psychology; Cognition; Institutionalisation; Psychiatry; Dementia; Association (psychology); Clinical psychology; Medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1269878,0.001178871,0.002346262,0.01116479,0.003863784,0.006666796,0.007457735,0.005833718,0.002408568],"category_scores_gemma":[0.169307,0.0008931443,0.00214321,0.008690866,0.00712695,0.006800803,0.01598146,0.007986801,0.00103462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172038,"about_ca_system_score_gemma":0.04087545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004592848,"about_ca_topic_score_gemma":0.004910863,"domain_scores_codex":[0.8794963,0.0542407,0.0379553,0.003926595,0.02074146,0.003639677],"domain_scores_gemma":[0.8257053,0.04549561,0.03021337,0.008310519,0.08186543,0.008409829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00063425,0.001217132,0.1012869,0.02095683,0.0004588916,0.001976683,0.02808481,0.002543891,0.001410827,0.09550755,0.1977889,0.5481333],"study_design_scores_gemma":[0.0009602575,0.001386592,0.1726829,0.07706824,0.0007077467,0.01033366,0.04538708,0.006486939,0.00174473,0.1427542,0.5397933,0.0006943443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.09754126,0.1983149,0.1367863,0.3511605,0.02036792,0.02976202,0.003773608,0.0008104332,0.161483],"genre_scores_gemma":[0.547866,0.06588365,0.2881408,0.03789763,0.006038092,0.03768932,0.01005343,0.0002529144,0.00617819],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1269878,"threshold_uncertainty_score":0.6715835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221730398243697,"score_gpt":0.5119569943769663,"score_spread":0.3897839545525966,"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."}}