{"id":"W2138897280","doi":"10.1186/1471-2318-5-13","title":"Prevalence of physical and verbal aggressive behaviours and associated factors among older adults in long-term care facilities","year":2005,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Université Laval","funders":"","keywords":"Medicine; Distress; Cognition; Long-term care; Psychiatry; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231834,0.000167308,0.0002747655,0.0001382408,0.00005360888,0.00001812217,0.0001097776,0.000231267,0.00004167626],"category_scores_gemma":[0.0002537789,0.0001462669,0.00005587291,0.0001567279,0.0001448936,0.00007361079,0.00005358751,0.000222267,0.000002859808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006315224,"about_ca_system_score_gemma":0.00005393743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006132101,"about_ca_topic_score_gemma":0.0008407349,"domain_scores_codex":[0.9986389,0.0001755127,0.0003000701,0.0003571721,0.0002264926,0.0003018451],"domain_scores_gemma":[0.9989828,0.0003719476,0.0002382415,0.0001958726,0.00009501947,0.0001161224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004143851,0.0001422496,0.9314949,0.0002421826,0.000008896797,0.00006182515,0.05369582,0.000004702417,0.000002495352,0.00000604808,0.00001199989,0.01428746],"study_design_scores_gemma":[0.000904658,0.0001190852,0.9920487,0.0002979251,0.00002412472,0.000009738937,0.006404651,0.00001982823,0.00001834324,0.000007876331,0.000001979127,0.0001430474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996876,0.002215503,0.00001042281,0.000009384496,0.0002031899,0.0003039869,0.0002972694,0.00002618368,0.00005808655],"genre_scores_gemma":[0.999603,0.00008187701,0.00002447725,0.000004160443,0.00007027827,0.00001104614,0.00002088076,0.0000141001,0.0001701829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06055386,"threshold_uncertainty_score":0.5964591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907313135112683,"score_gpt":0.3239413302647567,"score_spread":0.3048681989136299,"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."}}