{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008406712,0.0002780856,0.00597238,0.0001202312,0.0001933141,0.00005527461,0.0001676684,0.0001754458,0.00005947193],"category_scores_gemma":[0.005268661,0.000106584,0.001688369,0.0005651474,0.0007670884,0.00002299808,0.0002535031,0.0007943453,0.000001165034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001153895,"about_ca_system_score_gemma":0.0001144482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007606278,"about_ca_topic_score_gemma":0.000003889251,"domain_scores_codex":[0.9936959,0.003403558,0.001382299,0.0004777811,0.0007800287,0.0002604361],"domain_scores_gemma":[0.9746141,0.02395315,0.000456086,0.0006589074,0.0001472523,0.0001704592],"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":[0.00001326216,0.0003044739,0.00103274,0.8305658,0.1621772,0.00003050219,0.0001457602,4.360138e-9,0.00000147394,0.00009073574,0.001105421,0.004532734],"study_design_scores_gemma":[0.0001935001,0.0003800597,0.0004483455,0.1091309,0.874553,0.00001886667,0.0002931055,0.000002275502,0.000206034,0.00002496931,0.01453636,0.000212635],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001299907,0.9951352,5.977038e-7,0.0008998201,0.00002167447,0.002593255,0.00001057392,0.000004460785,0.00003454986],"genre_scores_gemma":[0.062613,0.9363294,0.000006803875,0.0004213848,0.00002682261,0.0004802081,0.00001670405,0.000016781,0.00008891284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7214348,"threshold_uncertainty_score":0.6307459,"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."}}