{"id":"W4283739051","doi":"10.3233/jad-215483","title":"Psychosis as a Treatment Target in Dementia: A Roadmap for Designing Interventions","year":2022,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Treatment of Major Depression","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Centre for Addiction and Mental Health; Ontario Brain Institute; University of Toronto; University of Calgary; St. Michael's Hospital; Université de Montréal; Montreal Heart Institute","funders":"National Institute of General Medical Sciences; National Health and Medical Research Council; Weston Brain Institute; Canadian Institutes of Health Research; National Institutes of Health; University of Toronto; Fundação de Amparo à Pesquisa do Estado de São Paulo; Department of Psychiatry, University of Toronto; BrightFocus Foundation; Fondation Brain Canada; National Institute on Aging; Alzheimer's Association; Consortium canadien en neurodégénérescence associée au vieillissement; Medical Research Council","keywords":"Dementia; Psychosis; Clinical trial; Psychological intervention; Psychology; Neuroimaging; Psychiatry; Schizophrenia (object-oriented programming); Adverse effect; Medicine; Psychotherapist; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0094525,0.001312516,0.003284395,0.002003432,0.0007871677,0.003727363,0.001648845,0.003888624,0.01016073],"category_scores_gemma":[0.01087526,0.0004790944,0.002117012,0.001096009,0.001438728,0.004692901,0.002214674,0.005552991,0.002334275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098752,"about_ca_system_score_gemma":0.01270454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630051,"about_ca_topic_score_gemma":0.004500138,"domain_scores_codex":[0.9960901,0.002514598,0.000444187,0.000265648,0.0004226905,0.0002626215],"domain_scores_gemma":[0.9919458,0.005689036,0.0005505254,0.0002403707,0.001051557,0.0005225646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007801339,0.0008833173,0.0005921375,0.06910785,0.0004464757,0.0004141447,0.0005843351,0.001135017,0.001087322,0.03596548,0.03701422,0.8519896],"study_design_scores_gemma":[0.001852434,0.003148982,0.003333941,0.1641987,0.002479174,0.0009379098,0.002212661,0.002366893,0.0009643537,0.09322759,0.7251039,0.0001735713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009903065,0.9279435,0.006935646,0.05356057,0.002452653,0.0009512448,0.0001738918,0.0001754584,0.00681673],"genre_scores_gemma":[0.01800858,0.9117759,0.04252573,0.01932456,0.003187475,0.002863378,0.0002728799,0.00005692403,0.001984639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01016073,"threshold_uncertainty_score":0.04999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949794615366943,"score_gpt":0.447979054657995,"score_spread":0.2529995931213008,"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."}}