{"id":"W3157831276","doi":"10.1007/s40520-021-01864-5","title":"The effects of dementia on the prognosis and mortality of hip fracture surgery: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Aging Clinical and Experimental Research","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Delirium; Dementia; Medicine; Hip fracture; Meta-analysis; Quality of life (healthcare); Intensive care medicine; Internal medicine; Osteoporosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005334176,0.002153495,0.01292882,0.003178615,0.0005709028,0.002028383,0.001631266,0.002232147,0.003229201],"category_scores_gemma":[0.01504533,0.001339699,0.02447728,0.0043256,0.0006361922,0.001267948,0.001418514,0.002064031,0.000262905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353208,"about_ca_system_score_gemma":0.002383459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029497,"about_ca_topic_score_gemma":0.02519751,"domain_scores_codex":[0.9968808,0.001118978,0.001007364,0.000447842,0.0003764252,0.000168544],"domain_scores_gemma":[0.9922987,0.005609685,0.001167282,0.000266333,0.0005243394,0.0001335915],"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":[0.003062913,0.00006147502,0.01014701,0.3080983,0.656818,0.0001806074,0.00009625831,0.0004181585,0.0002811687,0.0001045831,0.0007872526,0.01994422],"study_design_scores_gemma":[0.0005434498,0.000177862,0.008052974,0.01180999,0.9778405,0.00009575025,0.00004899543,0.0001144783,0.00007239107,0.0001226785,0.001094153,0.00002683555],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005586233,0.9935979,0.0002029218,0.00008426605,0.0001159161,0.00005262503,0.0002451163,0.00001023788,0.0001048738],"genre_scores_gemma":[0.1353849,0.8618693,0.0009805674,0.0005821199,0.0002861806,0.0001841186,0.00044343,0.00001115422,0.0002582095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01292882,"threshold_uncertainty_score":0.02821022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3731306337351772,"score_gpt":0.5647499742072175,"score_spread":0.1916193404720403,"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."}}