{"id":"W6940038848","doi":"10.6084/m9.figshare.c.6038037","title":"Risk factors for postoperative pneumonia in patients undergoing hip fracture surgery: a systematic review and meta-analysis","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hip fracture; Odds ratio; Heart failure; Incidence (geometry); Pneumonia; Complication; Risk factor; Blood pressure","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":[0.007562228,0.002410835,0.01682929,0.007933452,0.0006567154,0.002666093,0.001835163,0.002033539,0.00299587],"category_scores_gemma":[0.01987314,0.00129098,0.03021938,0.008020378,0.0006201326,0.001588391,0.001297769,0.001659532,0.0001908523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978883,"about_ca_system_score_gemma":0.003698311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006848868,"about_ca_topic_score_gemma":0.01469197,"domain_scores_codex":[0.9940541,0.002200782,0.002091506,0.0006185536,0.0008251806,0.0002097748],"domain_scores_gemma":[0.9863348,0.009652451,0.002469875,0.0002844174,0.001057631,0.0002008271],"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":[0.001103915,0.00003901236,0.006029005,0.5587891,0.4212632,0.000157582,0.00008519409,0.0003567003,0.0001644427,0.00009510588,0.0005375828,0.01137911],"study_design_scores_gemma":[0.0003389087,0.0001799477,0.005829036,0.03913009,0.9524289,0.0001544599,0.0000592302,0.000172646,0.00008943895,0.0001296978,0.001459362,0.00002825099],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004058812,0.9947767,0.0002394753,0.0001230241,0.00008175118,0.0002028021,0.0003802617,0.00001143179,0.0001256663],"genre_scores_gemma":[0.1191472,0.8769693,0.001327119,0.00060096,0.000210553,0.0008526185,0.0006963829,0.00001280467,0.0001829771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01682929,"threshold_uncertainty_score":0.03999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115578103030072,"score_gpt":0.2438994377584308,"score_spread":0.2027436567281301,"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."}}