{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007052849,0.0002337741,0.000302891,0.001284603,0.0001622799,0.00019155,0.0004168411,0.0005222124,0.0006103419],"category_scores_gemma":[0.009286883,0.00024059,0.0001361988,0.000807438,0.0001809993,0.0001700626,0.0000968351,0.001001126,0.0005599205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552049,"about_ca_system_score_gemma":0.00011783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002094993,"about_ca_topic_score_gemma":0.000166808,"domain_scores_codex":[0.9945825,0.001321016,0.001224865,0.0009753381,0.001370178,0.0005260859],"domain_scores_gemma":[0.9924203,0.005305433,0.0004607274,0.0002549378,0.001363764,0.0001948042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001927277,0.002122332,0.3859594,0.00002472288,0.0003574746,0.0001069889,0.002213517,0.00001788452,0.00004528273,0.02761977,0.02862106,0.5509843],"study_design_scores_gemma":[0.005892321,0.0004229433,0.8466794,0.000154853,0.00002379403,0.00009800379,0.001905429,0.001014609,0.000001523468,0.08760712,0.05577584,0.0004241062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867359,0.0001674193,0.001618034,0.01600879,0.01403203,0.0006475397,0.0001564249,0.00008821543,0.08054564],"genre_scores_gemma":[0.9942248,0.0004084081,0.001445301,0.0007566757,0.001923621,0.0001079108,0.0001996184,0.00003913053,0.0008944611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5505602,"threshold_uncertainty_score":0.9990583,"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."}}