{"id":"W2543322633","doi":"","title":"An analysis of community-based nonpharmacological treatments for the behavioural and psychological symptoms of dementia, as alternatives to antipsychotic medication in aging populations around the world","year":2015,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psychological intervention; Dementia; CINAHL; Medicine; Psychiatry; Antipsychotic; Population; Psychology; Gerontology; Schizophrenia (object-oriented programming); Disease; Environmental health","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":[0.006015168,0.000815903,0.003432916,0.0109713,0.0004927362,0.001840315,0.000807032,0.001560934,0.003162706],"category_scores_gemma":[0.01748586,0.0005036279,0.004142947,0.01097397,0.0004746596,0.001277376,0.0007770264,0.0008553421,0.0001719918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003320395,"about_ca_system_score_gemma":0.009477908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247864,"about_ca_topic_score_gemma":0.04243354,"domain_scores_codex":[0.9951735,0.001907301,0.001334245,0.0002448725,0.001176156,0.0001638777],"domain_scores_gemma":[0.9895947,0.007439999,0.001760003,0.000103996,0.0009517714,0.0001495796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009234285,0.0001435906,0.001222773,0.7810524,0.007418853,0.0002102026,0.0005419832,0.0001414033,0.000342575,0.0005337637,0.002059875,0.2054092],"study_design_scores_gemma":[0.001111582,0.001557228,0.02020829,0.8515289,0.06960381,0.001010442,0.001410962,0.0001618918,0.0003919909,0.0004533945,0.05250405,0.00005747484],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002093216,0.9969403,0.00003279346,0.0001930145,0.00005097595,0.0001350733,0.00009565806,0.000002088228,0.0004568947],"genre_scores_gemma":[0.02384236,0.9745704,0.0005845916,0.0004794913,0.00004317051,0.0002255805,0.0001210624,0.000002441795,0.0001308388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01247864,"threshold_uncertainty_score":0.03181159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2287993650457821,"score_gpt":0.548419346219753,"score_spread":0.3196199811739708,"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."}}