{"id":"W3111753101","doi":"10.1097/md.0000000000023664","title":"A systematic review and meta-analysis of fall incidence and risk factors in elderly patients after total joint arthroplasty","year":2020,"lang":"en","type":"review","venue":"Medicine","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); MEDLINE; Overweight; Meta-analysis; Systematic review; Joint arthroplasty; Cochrane Library; Physical therapy; Emergency medicine; Arthroplasty; Internal medicine; Obesity; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0006840759,0.0007235699,0.01808627,0.0007830898,0.00002548883,0.00000849522,0.00008666196,0.0001924806,0.0002939121],"category_scores_gemma":[0.003002468,0.000383427,0.0012515,0.001350065,0.0002883993,0.00008049653,0.0001692989,0.000562405,0.00001195922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007920615,"about_ca_system_score_gemma":0.00008395646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003788324,"about_ca_topic_score_gemma":0.0002864798,"domain_scores_codex":[0.9952543,0.0005374848,0.002510415,0.0007011351,0.000717824,0.0002788129],"domain_scores_gemma":[0.996865,0.0006401711,0.001385255,0.0006509876,0.0001296553,0.0003288809],"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":[0.00001010661,0.00006915659,0.009814239,0.898605,0.08750437,0.00009384009,0.000671598,1.054691e-7,3.008867e-8,0.000001364956,0.00006619609,0.003163952],"study_design_scores_gemma":[0.0005568017,0.0006641893,0.01032071,0.1165703,0.8681749,0.00004258621,0.00006983872,0.000004433732,4.190438e-8,0.000001057501,0.003334544,0.000260599],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005772236,0.9900766,0.000007909385,0.0002749449,0.00006426193,0.003593539,0.0001736561,0.00002226497,0.0000145719],"genre_scores_gemma":[0.006458649,0.9927361,0.00005008006,0.0002137295,0.0000218837,0.0002414057,0.00009338331,0.00004646515,0.0001382864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7820347,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040900958035818,"score_gpt":0.306220068592219,"score_spread":0.265319110556401,"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."}}