{"id":"W4405591985","doi":"10.1186/s40001-024-02211-w","title":"Impact of hematologic inflammatory markers on the prognosis of geriatric hip fracture: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"European journal of medical research","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Hip fracture; Internal medicine; MEDLINE; Hematologic disorders; Intensive care medicine; Bioinformatics; Osteoporosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008808889,0.002395853,0.01579637,0.00572099,0.0006044956,0.002383188,0.0018824,0.001863443,0.002452546],"category_scores_gemma":[0.01983215,0.001276133,0.03048712,0.006924953,0.0005355005,0.001231041,0.001299618,0.001297378,0.000222017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024125,"about_ca_system_score_gemma":0.003418505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008281602,"about_ca_topic_score_gemma":0.0178982,"domain_scores_codex":[0.9952642,0.001842701,0.001524073,0.0005346954,0.0006370188,0.0001973318],"domain_scores_gemma":[0.9884984,0.007971061,0.001934824,0.0003620762,0.001066429,0.0001672459],"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":[0.001482525,0.00002511617,0.006781721,0.4460947,0.5315557,0.0001854779,0.00007863461,0.0006503303,0.0002242994,0.000104363,0.0006895481,0.01212765],"study_design_scores_gemma":[0.0002586395,0.0001385798,0.004945089,0.02253071,0.9704164,0.0001025957,0.00003452544,0.0001872357,0.00008587709,0.0001111197,0.001167443,0.00002182357],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004891416,0.9938066,0.0003449233,0.0001342056,0.00008977787,0.0001570668,0.0004081807,0.00001576269,0.0001520001],"genre_scores_gemma":[0.1430468,0.8527247,0.001513498,0.0006239041,0.0002284352,0.0007252646,0.0008368277,0.00001724159,0.0002833727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01579637,"threshold_uncertainty_score":0.04658645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887493093922108,"score_gpt":0.4667548549060853,"score_spread":0.2780055455138746,"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."}}