{"id":"W4405915015","doi":"10.31616/asj.2024.0271","title":"The safety and efficacy of anti-inflammatory-impregnated gelatin sponge in spine surgery: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Asian Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Surgery; Gelatin sponge; SPINE (molecular biology); Systematic review; Gelatin; MEDLINE; Internal medicine; Bioinformatics","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":[0.01960045,0.003262908,0.02305418,0.008659957,0.0007059503,0.00377799,0.002266556,0.002715918,0.002660719],"category_scores_gemma":[0.04509405,0.001882803,0.04562619,0.008752795,0.000870304,0.002201947,0.001627315,0.001832644,0.0002569405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045228,"about_ca_system_score_gemma":0.004951913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005698943,"about_ca_topic_score_gemma":0.01247325,"domain_scores_codex":[0.9841731,0.007212042,0.005075399,0.001149866,0.001985394,0.0004042138],"domain_scores_gemma":[0.9744417,0.01768227,0.004596321,0.0006764,0.002326871,0.0002764578],"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":[0.001376043,0.00003190407,0.002195127,0.4880411,0.4960248,0.0001231044,0.00006369557,0.0004247631,0.0002114429,0.00008420324,0.0003421206,0.0110817],"study_design_scores_gemma":[0.0004811445,0.0002745126,0.002447727,0.03176822,0.9633276,0.0001217961,0.00003993846,0.000159696,0.0001394521,0.000109532,0.001106299,0.00002407846],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00277266,0.9959617,0.0004096047,0.000132598,0.0001084435,0.0002737055,0.0001934092,0.000013525,0.0001343872],"genre_scores_gemma":[0.08986699,0.9043286,0.002564799,0.0008025774,0.0002683979,0.001494483,0.0004318033,0.00002146635,0.0002208954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02305418,"threshold_uncertainty_score":0.1036583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576214784108529,"score_gpt":0.3591638734811983,"score_spread":0.303401725640113,"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."}}