{"id":"W1507382929","doi":"10.11124/jbisrir-2015-2058","title":"The effectiveness of meaningful occupation interventions for people living with dementia in residential aged care: a systematic review protocol","year":2015,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Protocol (science); Psychological intervention; Gerontology; Medicine; Aged care; Systematic review; Residential care; Psychology; MEDLINE; Nursing; Alternative medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03171178,0.004225586,0.0264937,0.01290864,0.002984802,0.006733381,0.004363453,0.004408862,0.03664935],"category_scores_gemma":[0.04603127,0.004456105,0.01992553,0.01111065,0.003456288,0.007168888,0.003917999,0.004611581,0.002698496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636778,"about_ca_system_score_gemma":0.04022222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073475,"about_ca_topic_score_gemma":0.03183694,"domain_scores_codex":[0.985396,0.004742667,0.005221861,0.001583674,0.002304595,0.0007512789],"domain_scores_gemma":[0.9816884,0.008630154,0.004429422,0.000748992,0.003761841,0.0007411702],"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":[0.00152567,0.00008366792,0.0003557322,0.9815152,0.004239255,0.0001147793,0.000371373,0.0001799538,0.0002055105,0.0004887664,0.001420454,0.009499639],"study_design_scores_gemma":[0.01346749,0.001403353,0.003836815,0.8943796,0.059739,0.0003085828,0.001242645,0.0004898106,0.0006487432,0.001214549,0.02307532,0.0001941502],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004117823,0.07669839,0.002124054,0.0006755032,0.0005234967,0.9075724,0.006957165,0.0001626156,0.001168479],"genre_scores_gemma":[0.006997761,0.03394686,0.005802971,0.0007900968,0.00008534258,0.9500691,0.001283111,0.00002906026,0.0009955455],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03664935,"threshold_uncertainty_score":0.1677099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935518062292707,"score_gpt":0.574627875040897,"score_spread":0.3810760688116263,"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."}}