{"id":"W2077191735","doi":"10.1159/000367783","title":"A Systematic Review and Meta-Analysis Examining Pneumonia-Associated Mortality in Dementia","year":2014,"lang":"en","type":"review","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Meta-analysis; Pneumonia; Psychology; Systematic review; Alzheimer's disease; Medicine; MEDLINE; Disease; Internal medicine","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":[0.02094354,0.002869274,0.01927851,0.008864239,0.00083581,0.003708428,0.002193271,0.002186424,0.003595748],"category_scores_gemma":[0.05435485,0.001348602,0.03574796,0.009662224,0.0007931258,0.001997412,0.001686216,0.001990558,0.0002901246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003396807,"about_ca_system_score_gemma":0.005300716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007537921,"about_ca_topic_score_gemma":0.01753871,"domain_scores_codex":[0.9822125,0.01032761,0.004091402,0.001365784,0.001571959,0.0004306752],"domain_scores_gemma":[0.9657033,0.02632832,0.004453681,0.0008071903,0.002378375,0.0003290988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001254485,0.0000248463,0.00490636,0.3969381,0.5871204,0.0001656994,0.00007905963,0.0004310051,0.0001235136,0.0001109434,0.0006429299,0.008202779],"study_design_scores_gemma":[0.0004969714,0.0001965872,0.004031663,0.0340227,0.9593368,0.0001247341,0.00004301111,0.0001737033,0.00006819506,0.0001927209,0.001293261,0.00001969784],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003755895,0.9944016,0.0004467194,0.0002119329,0.0001918352,0.0003456535,0.0004378324,0.0000209193,0.0001876644],"genre_scores_gemma":[0.1531304,0.839022,0.003327987,0.0008679347,0.0004324633,0.002032816,0.0008549375,0.00002389074,0.0003075777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02094354,"threshold_uncertainty_score":0.1107613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1478855549551291,"score_gpt":0.4287168494737491,"score_spread":0.28083129451862,"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."}}