{"id":"W4405748151","doi":"10.1016/j.cjtee.2024.07.013","title":"Comparative analysis of the safety and efficacy of fenestrated pedicle screw with cement and conventional pedicle screw with cement in the treatment of osteoporotic vertebral fractures: A meta-analysis","year":2024,"lang":"en","type":"review","venue":"Chinese Journal of Traumatology","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health of Zhejiang Province","keywords":"Cement; Meta-analysis; Medicine; Surgery; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0005228529,0.0003954022,0.005279805,0.0008990809,0.00004499039,0.00001353268,0.0001805247,0.0001367669,0.0001609939],"category_scores_gemma":[0.000028435,0.00013554,0.001533197,0.001785901,0.0003536006,0.00004632479,0.000023122,0.0003220116,1.277372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006235613,"about_ca_system_score_gemma":0.0002784249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395738,"about_ca_topic_score_gemma":0.000360887,"domain_scores_codex":[0.9971261,0.0003779783,0.001541687,0.0002509364,0.0005599338,0.0001433853],"domain_scores_gemma":[0.9970083,0.0003679424,0.00194995,0.0003208807,0.0002732028,0.00007968265],"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":[0.005068407,0.00470029,0.03885942,0.01013112,0.9138635,0.000333728,0.007840494,0.0005837842,0.000009687535,0.001139659,0.000103265,0.01736665],"study_design_scores_gemma":[0.003484298,0.005443697,0.08722457,0.001522948,0.8963729,0.001341105,0.0007734518,0.0002011901,0.00003309063,0.000059543,0.003339587,0.000203661],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.208625,0.7895004,0.0002504128,0.0005262619,0.00001939435,0.0009505313,0.00008852303,0.000003897837,0.00003562515],"genre_scores_gemma":[0.7465212,0.2530671,0.0002479429,0.00004064953,0.00001704401,0.00001908167,0.0000628971,0.00001088004,0.00001314257],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5378963,"threshold_uncertainty_score":0.552716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091965022782895,"score_gpt":0.4091919560319005,"score_spread":0.3282723058040716,"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."}}