{"id":"W2989442130","doi":"10.1136/bmjopen-2018-026308","title":"Occupational therapy for people with dementia and their family carers provided at home: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of Queensland; Johns Hopkins University","keywords":"Medicine; Dementia; Meta-analysis; Quality of life (healthcare); Occupational therapy; Activities of daily living; Physical therapy; Depression (economics); Randomized controlled trial; Strictly standardized mean difference; Intervention (counseling); Distress; Psychiatry; Internal medicine; Clinical psychology; Nursing; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.005442099,0.0004848143,0.007097701,0.0002521437,0.000646345,0.0001204823,0.0005922214,0.0002404684,0.0005668349],"category_scores_gemma":[0.0002594362,0.0002252544,0.0008092222,0.000669384,0.00003237816,0.0003084117,0.0004634392,0.0003854679,0.0000693599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230861,"about_ca_system_score_gemma":0.001944185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229663,"about_ca_topic_score_gemma":0.0004270285,"domain_scores_codex":[0.9940225,0.003116732,0.001309101,0.0006784574,0.0004881289,0.0003850246],"domain_scores_gemma":[0.9926126,0.004115712,0.001731341,0.0008949497,0.0005080113,0.0001373941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001884861,0.00003222943,0.0001160252,0.8442421,0.1511909,6.254903e-7,0.0003379951,1.661682e-7,3.282942e-8,0.0001024053,0.002751146,0.001037895],"study_design_scores_gemma":[0.001051161,0.0002465448,0.0001090942,0.05563319,0.6730145,0.000009957776,0.0005480754,0.000009711244,2.435607e-8,0.00004194795,0.2687838,0.0005519651],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003212889,0.8963897,0.00006631474,0.0007650701,0.00003059021,0.1016103,0.0008714936,0.00001189715,0.000251481],"genre_scores_gemma":[0.000005695305,0.9241757,0.0003957777,0.001778694,0.00003314263,0.06632364,0.0009271938,0.00006076482,0.006299351],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7886088,"threshold_uncertainty_score":0.9185607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.526661114561803,"score_gpt":0.5973151861003091,"score_spread":0.07065407153850611,"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."}}